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class="container"><article data-sanity="id=8kFFJbKQYs0iCn1sA3HUtT;type=changelog;path=title;base=%2F" class=""><div class="grid-cursor gap-y-0 pb-v5 mb-v5 border-theme-border-02 border-b"><div class="mb-v2/12 col-span-full xl:col-end-7"><p class="text-theme-text-sec sticky top-[var(--site-sticky-top)] left-[-1px] inline-flex items-center"><a class="hover:text-theme-text inline-flex items-center" href="/changelog/1-6"><span class="label">1.6</span><span> </span><time dateTime="2025-09-12T01:25:00.000Z" class="type-base">Sep 12, 2025<!-- --></time></a><span class="xl:hidden"> · </span><!--$--><a class="text-theme-text-sec hover:text-theme-text active:text-theme-text xl:hidden" href="/changelog">更新日志</a><!--/$--></p></div><div class="col-span-full md:col-start-1 md:col-end-19 lg:col-start-1 lg:col-end-17 xl:col-start-7 xl:col-end-19"><header class="mb-v2 relative"><div class="type-base pb-v3/12 absolute left-0 z-10 max-xl:hidden" style="transform:translateY(-100%)"><!--$--><a class="text-theme-text-sec hover:text-theme-text active:text-theme-text" href="/cn/changelog">更新日志</a><!--/$--></div><h2 class="type-lg text-balance" id="1-6"><a class="active:text-theme-text hover:opacity-90" href="/changelog/1-6">斜杠菜单命令、摘要功能，以及更完善的 Agent 终端</a></h2></header><div><div class="prose"><h3 id=""><a href="#" class="hover:opacity-90">自定义斜杠命令</a></h3><p>你现在可以创建可复用的提示词，并快速与团队共享。<a target="_blank" rel="noopener noreferrer" href="https://cursor.com/docs/agent/chat/commands">命令</a>存放在<code>.cursor/commands/[command].md</code>。在 Agent 输入框中键入<code>/</code>并从下拉菜单中选择命令即可运行。</p><p>我们一直用它们来运行 linter、修复编译错误，并创建带有详细描述和 conventional commits 的 PR。</p><figure><video class="media-border-container " src="https://cdn.sanity.io/files/2hv88549/production/d9bf919ffcfc6f56f4777c2a92010432dbe9804d.mp4" autoPlay="" loop="" muted="" playsInline=""></video></figure><h3 id=""><a href="#" class="hover:opacity-90">摘要触发器</a></h3><p>当达到上下文窗口限制时，Cursor 会自动为你总结较长的对话。现在你可以使用<code>/summarize</code>斜杠命令按需总结上下文。当你不想新建聊天、但又想释放上下文窗口空间时，这会很有用。</p><figure><video class="media-border-container " src="https://cdn.sanity.io/files/2hv88549/production/22c3557543d6f346d0ac104ed4b01fbc75fcfae7.mp4" autoPlay="" loop="" muted="" playsInline=""></video></figure><h3 id="mcp-resources"><a href="#mcp-resources" class="hover:opacity-90">支持 MCP Resources</a></h3><p>我们已新增对 MCP Resources 的支持。<a target="_blank" rel="noopener noreferrer" href="https://modelcontextprotocol.io/specification/2025-06-18/server/resources">Resources</a>允许服务器共享为语言模型提供上下文的数据，如文件、数据库架构或应用特定信息。</p><p>此外，MCP 现在支持插值变量。这使你在为 MCP 服务器定义配置时，能够在字符串中使用环境变量。</p><figure class="stack"><div class="media-border-container overflow-hidden"><picture class="block h-full w-full"><source media="(min-width: 661px)" srcSet="/marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2Fcc784b2927d5a140804aa1a1184e3bc3c0fa87ed-1118x368.webp%3Fauto%3Dformat&amp;w=640&amp;q=70 640w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2Fcc784b2927d5a140804aa1a1184e3bc3c0fa87ed-1118x368.webp%3Fauto%3Dformat&amp;w=750&amp;q=70 750w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2Fcc784b2927d5a140804aa1a1184e3bc3c0fa87ed-1118x368.webp%3Fauto%3Dformat&amp;w=828&amp;q=70 828w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2Fcc784b2927d5a140804aa1a1184e3bc3c0fa87ed-1118x368.webp%3Fauto%3Dformat&amp;w=1080&amp;q=70 1080w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2Fcc784b2927d5a140804aa1a1184e3bc3c0fa87ed-1118x368.webp%3Fauto%3Dformat&amp;w=1200&amp;q=70 1200w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2Fcc784b2927d5a140804aa1a1184e3bc3c0fa87ed-1118x368.webp%3Fauto%3Dformat&amp;w=1920&amp;q=70 1920w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2Fcc784b2927d5a140804aa1a1184e3bc3c0fa87ed-1118x368.webp%3Fauto%3Dformat&amp;w=2048&amp;q=70 2048w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2Fcc784b2927d5a140804aa1a1184e3bc3c0fa87ed-1118x368.webp%3Fauto%3Dformat&amp;w=3840&amp;q=70 3840w"/><img class="object-cover h-full w-full" alt="" src="https://cdn.sanity.io/images/2hv88549/production/cc784b2927d5a140804aa1a1184e3bc3c0fa87ed-1118x368.webp?auto=format" loading="lazy" decoding="async" fetchPriority="auto"/></picture></div></figure><h3 id="agent"><a href="#agent" class="hover:opacity-90">改进的 Agent 终端</a></h3><p>当 Agent 决定创建一个终端来运行 shell 命令时，我们显著提升了该环境的稳定性与可靠性。</p><p>这解决了终端命令挂起、任务完成后未正确退出等已知问题，并改进了 SSH 体验。</p><p>我们还打磨了终端 UI，加快了运行速度，并在 shell 命令需要用户批准时加入了操作系统通知。</p><figure><video class="media-border-container " src="https://cdn.sanity.io/files/2hv88549/production/6d6351af5c46fa85244a285cfca9a0460df2e8d9.mp4" autoPlay="" loop="" muted="" playsInline=""></video></figure><p></p></div></div><div class="mt-v3"><div><div class="text-theme-text w-full " data-orientation="vertical"><div data-state="closed" data-orientation="vertical" class="border-theme-border-02 border-t last:border-b focus-within:relative focus-within:z-1 "><h3 data-orientation="vertical" data-state="closed" class="flex"><button type="button" aria-controls="radix-_R_7f2lfiumivb_" aria-expanded="false" data-state="closed" data-orientation="vertical" id="radix-_R_3f2lfiumivb_" class="group pt-[0.98rem] pb-[1.05rem] flex flex-1 cursor-pointer items-center justify-between text-left " data-radix-collection-item=""><div>补丁<span> (<!-- -->24<!-- -->)</span></div><span class="ml-g1 h-5 w-5"><span class="inline group-data-[state=open]:hidden"><span class="icon-glyph-11" aria-hidden="true">↓</span></span><span class="hidden group-data-[state=open]:inline"><span class="icon-glyph-11" aria-hidden="true">↑</span></span></span></button></h3><div data-state="closed" id="radix-_R_7f2lfiumivb_" hidden="" role="region" aria-labelledby="radix-_R_3f2lfiumivb_" data-orientation="vertical" class="overflow-hidden " style="--radix-accordion-content-height:var(--radix-collapsible-content-height);--radix-accordion-content-width:var(--radix-collapsible-content-width)"></div></div></div></div></div></div></div></article><article data-sanity="id=K4tdAJtZqIlru9YbYNoU4s;type=changelog;path=title;base=%2F" class=""><div class="grid-cursor gap-y-0 pb-v5 mb-v5 border-theme-border-02 border-b"><div class="mb-v2/12 col-span-full xl:col-end-7"><p class="text-theme-text-sec sticky top-[var(--site-sticky-top)] left-[-1px] inline-flex items-center"><a class="hover:text-theme-text inline-flex items-center" href="/changelog/1-5"><span class="label">1.5</span><span> </span><time dateTime="2025-08-21T19:54:00.000Z" class="type-base">Aug 21, 2025<!-- --></time></a></p></div><div class="col-span-full md:col-start-1 md:col-end-19 lg:col-start-1 lg:col-end-17 xl:col-start-7 xl:col-end-19"><header class="mb-v2 relative"><h2 class="type-lg text-balance" id="1-5"><a class="active:text-theme-text hover:opacity-90" href="/changelog/1-5">Linear 集成、改进的 Agent 终端，以及操作系统通知</a></h2></header><div><div class="prose"><h3 id="linear-agents"><a href="#linear-agents" class="hover:opacity-90">在 Linear 中运行 Agents</a></h3><p>你现在可以直接从 Linear 启动 Background Agents。把任务委派给 Cursor，而无需离开你的 issue。我们撰写了一篇<a href="https://cursor.com/blog/linear">更长的博文</a>提供更多细节。</p><figure></figure><h3 id="agent"><a href="#agent" class="hover:opacity-90">改进的 Agent 终端评审流程</a></h3><p>终端现在在左侧打开，带有清晰的背景和边框动画，以突出显示其阻塞状态。选择拒绝时会自动聚焦输入框，便于你立即回应。</p><figure></figure><h3 id="agent"><a href="#agent" class="hover:opacity-90">来自 Agent 的操作系统通知</a></h3><p>当一次 agent 运行完成或需要输入时（例如批准未在允许列表中的命令），将收到原生操作系统通知。可在<strong>Settings</strong>中启用。</p><figure class="stack"><div class="media-border-container overflow-hidden"><picture class="block h-full w-full"><source media="(min-width: 661px)" srcSet="/marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F431f7ffb3b0a444423ff9cf64ec51dc9cad94271-1128x634.webp%3Fauto%3Dformat&amp;w=640&amp;q=70 640w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F431f7ffb3b0a444423ff9cf64ec51dc9cad94271-1128x634.webp%3Fauto%3Dformat&amp;w=750&amp;q=70 750w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F431f7ffb3b0a444423ff9cf64ec51dc9cad94271-1128x634.webp%3Fauto%3Dformat&amp;w=828&amp;q=70 828w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F431f7ffb3b0a444423ff9cf64ec51dc9cad94271-1128x634.webp%3Fauto%3Dformat&amp;w=1080&amp;q=70 1080w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F431f7ffb3b0a444423ff9cf64ec51dc9cad94271-1128x634.webp%3Fauto%3Dformat&amp;w=1200&amp;q=70 1200w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F431f7ffb3b0a444423ff9cf64ec51dc9cad94271-1128x634.webp%3Fauto%3Dformat&amp;w=1920&amp;q=70 1920w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F431f7ffb3b0a444423ff9cf64ec51dc9cad94271-1128x634.webp%3Fauto%3Dformat&amp;w=2048&amp;q=70 2048w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F431f7ffb3b0a444423ff9cf64ec51dc9cad94271-1128x634.webp%3Fauto%3Dformat&amp;w=3840&amp;q=70 3840w"/><img class="object-cover h-full w-full" alt="Agent completed system notification." src="https://cdn.sanity.io/images/2hv88549/production/431f7ffb3b0a444423ff9cf64ec51dc9cad94271-1128x634.webp?auto=format" loading="lazy" decoding="async" fetchPriority="auto"/></picture></div></figure><h3 id="mcp-elicitation"><a href="#mcp-elicitation" class="hover:opacity-90">支持 MCP elicitation</a></h3><p>Cursor 现已支持 MCP elicitation——这是 MCP 规范中的一项新功能，允许服务器向用户请求结构化输入，例如用户偏好或配置选择。请求通过 JSON schema 定义，使服务器获得经验证的响应，同时确保用户对所分享的内容保持控制权。</p><figure></figure></div></div><div class="mt-v3"><div><div class="text-theme-text w-full " data-orientation="vertical"><div data-state="closed" data-orientation="vertical" class="border-theme-border-02 border-t last:border-b focus-within:relative focus-within:z-1 "><h3 data-orientation="vertical" data-state="closed" class="flex"><button type="button" aria-controls="radix-_R_bf4lfiumivb_" aria-expanded="false" data-state="closed" data-orientation="vertical" id="radix-_R_3f4lfiumivb_" class="group pt-[0.98rem] pb-[1.05rem] flex flex-1 cursor-pointer items-center justify-between text-left " data-radix-collection-item=""><div>Jupyter Notebook<span> (<!-- -->3<!-- -->)</span></div><span class="ml-g1 h-5 w-5"><span class="inline group-data-[state=open]:hidden"><span class="icon-glyph-11" aria-hidden="true">↓</span></span><span class="hidden group-data-[state=open]:inline"><span class="icon-glyph-11" aria-hidden="true">↑</span></span></span></button></h3><div data-state="closed" id="radix-_R_bf4lfiumivb_" hidden="" role="region" aria-labelledby="radix-_R_3f4lfiumivb_" data-orientation="vertical" class="overflow-hidden " style="--radix-accordion-content-height:var(--radix-collapsible-content-height);--radix-accordion-content-width:var(--radix-collapsible-content-width)"></div></div><div data-state="closed" data-orientation="vertical" class="border-theme-border-02 border-t last:border-b focus-within:relative focus-within:z-1 "><h3 data-orientation="vertical" data-state="closed" class="flex"><button type="button" aria-controls="radix-_R_df4lfiumivb_" aria-expanded="false" data-state="closed" data-orientation="vertical" id="radix-_R_5f4lfiumivb_" class="group pt-[0.98rem] pb-[1.05rem] flex flex-1 cursor-pointer items-center justify-between text-left " data-radix-collection-item=""><div>Improvements<span> (<!-- -->3<!-- -->)</span></div><span class="ml-g1 h-5 w-5"><span class="inline group-data-[state=open]:hidden"><span class="icon-glyph-11" aria-hidden="true">↓</span></span><span class="hidden group-data-[state=open]:inline"><span class="icon-glyph-11" aria-hidden="true">↑</span></span></span></button></h3><div data-state="closed" id="radix-_R_df4lfiumivb_" hidden="" role="region" aria-labelledby="radix-_R_5f4lfiumivb_" data-orientation="vertical" class="overflow-hidden " style="--radix-accordion-content-height:var(--radix-collapsible-content-height);--radix-accordion-content-width:var(--radix-collapsible-content-width)"></div></div><div data-state="closed" data-orientation="vertical" class="border-theme-border-02 border-t last:border-b focus-within:relative focus-within:z-1 "><h3 data-orientation="vertical" data-state="closed" class="flex"><button type="button" aria-controls="radix-_R_ff4lfiumivb_" aria-expanded="false" data-state="closed" data-orientation="vertical" id="radix-_R_7f4lfiumivb_" class="group pt-[0.98rem] pb-[1.05rem] flex flex-1 cursor-pointer items-center justify-between text-left " data-radix-collection-item=""><div>Patches<span> (<!-- -->5<!-- -->)</span></div><span class="ml-g1 h-5 w-5"><span class="inline group-data-[state=open]:hidden"><span class="icon-glyph-11" aria-hidden="true">↓</span></span><span class="hidden group-data-[state=open]:inline"><span class="icon-glyph-11" aria-hidden="true">↑</span></span></span></button></h3><div data-state="closed" id="radix-_R_ff4lfiumivb_" hidden="" role="region" aria-labelledby="radix-_R_7f4lfiumivb_" data-orientation="vertical" class="overflow-hidden " style="--radix-accordion-content-height:var(--radix-collapsible-content-height);--radix-accordion-content-width:var(--radix-collapsible-content-width)"></div></div></div></div></div></div></div></article><article data-sanity="id=8kFFJbKQYs0iCn1sA3HgHf;type=changelog;path=title;base=%2F" class=""><div class="grid-cursor gap-y-0 pb-v5 mb-v5 border-theme-border-02 border-b"><div class="mb-v2/12 col-span-full xl:col-end-7"><p class="text-theme-text-sec sticky top-[var(--site-sticky-top)] left-[-1px] inline-flex items-center"><a class="hover:text-theme-text inline-flex items-center" href="/changelog/1-4"><span class="label">1.4</span><span> </span><time dateTime="2025-08-06T19:44:00.000Z" class="type-base">Aug 6, 2025<!-- --></time></a></p></div><div class="col-span-full md:col-start-1 md:col-end-19 lg:col-start-1 lg:col-end-17 xl:col-start-7 xl:col-end-19"><header class="mb-v2 relative"><h2 class="type-lg text-balance" id="1-4"><a class="active:text-theme-text hover:opacity-90" href="/changelog/1-4">改进的 Agent 工具、可引导性与使用可见性</a></h2></header><div><div class="prose"><h3 id="agent"><a href="#agent" class="hover:opacity-90">更强的 Agent 可控性</a></h3><p>现在，当 Cursor 正在工作时发送消息，能更好地引导代理。消息会在下一个理想时机运行（通常是在一次工具调用之后），而不是一直等到生成完成。⌥+Enter（Windows 上为 Alt+Enter）将像之前一样把消息加入队列，⌘+Enter（Windows 上为 Ctrl+Enter）会中断代理并立即发送消息。可在 Cursor 设置 → Chat → Queue messages 中更改默认行为。</p><figure></figure><h3 id="agent"><a href="#agent" class="hover:opacity-90">改进的 Agent 工具</a></h3><p>在大型代码库中运行时，Agents 的表现显著提升。上下文选择更相关，token 使用更高效，编辑质量更高：</p><ul><li><strong>读取文件：</strong>在合适的情况下可读取完整文件，并已移除 2MB 限制。</li><li><strong>列表：</strong> 现在可在一次调用中探索完整目录树，并包含文件数量与类型等元数据。</li><li><strong>Grep：</strong> 改进匹配，减少噪声。</li><li><strong>代码库搜索：</strong>改进的排序与索引，提供更相关的上下文。</li><li><strong>Web Search：</strong> 采用轻量级原生模型优化，提供更短、更相关的回答。</li></ul><h3 id="agent"><a href="#agent" class="hover:opacity-90">为每个 Agent 单独配置模型</a></h3><p>现在，您可以在不同的选项卡和编辑器中为每个 Agent 指定不同的模型。分叉（Fork）一个 Agent 时会保留其已选择的模型。</p><figure></figure><h3 id=""><a href="#" class="hover:opacity-90">使用情况与定价可见性</a></h3><p>Chat 现已显示使用统计。你可以查看累计使用情况，或在超过套餐配额的 50% 时查看用量。</p><p>可以在“设置”中切换显示此摘要。团队和企业用户将于九月获得使用情况摘要的访问权限。</p><figure class="stack"><div class="media-border-container overflow-hidden"><picture class="block h-full w-full"><source media="(min-width: 661px)" srcSet="/marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F70bc6ce5bac214bcba07548b9100fcead580400d-783x440.png%3Fauto%3Dformat&amp;w=640&amp;q=70 640w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F70bc6ce5bac214bcba07548b9100fcead580400d-783x440.png%3Fauto%3Dformat&amp;w=750&amp;q=70 750w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F70bc6ce5bac214bcba07548b9100fcead580400d-783x440.png%3Fauto%3Dformat&amp;w=828&amp;q=70 828w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F70bc6ce5bac214bcba07548b9100fcead580400d-783x440.png%3Fauto%3Dformat&amp;w=1080&amp;q=70 1080w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F70bc6ce5bac214bcba07548b9100fcead580400d-783x440.png%3Fauto%3Dformat&amp;w=1200&amp;q=70 1200w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F70bc6ce5bac214bcba07548b9100fcead580400d-783x440.png%3Fauto%3Dformat&amp;w=1920&amp;q=70 1920w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F70bc6ce5bac214bcba07548b9100fcead580400d-783x440.png%3Fauto%3Dformat&amp;w=2048&amp;q=70 2048w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F70bc6ce5bac214bcba07548b9100fcead580400d-783x440.png%3Fauto%3Dformat&amp;w=3840&amp;q=70 3840w"/><img class="object-cover h-full w-full" alt="Usage visibility" src="https://cdn.sanity.io/images/2hv88549/production/70bc6ce5bac214bcba07548b9100fcead580400d-783x440.png?auto=format" loading="lazy" decoding="async" fetchPriority="auto"/></picture></div></figure><h3 id=""><a href="#" class="hover:opacity-90">紧凑聊天模式</a></h3><p>紧凑模式会隐藏工具图标、默认折叠差异视图，并在空闲时自动隐藏输入栏。对于包含大量工具调用、终端和差异视图的长时间会话，这会很有用。你可以在设置中开启紧凑模式。</p><div class="grid-prose__w-full my-v2"><div class="grid gap-g1 grid-cols-1 md:grid-cols-2 items-stretch"><div class="undefined h-full"><div class="card card--media flex h-full grow-1 flex-col p-0"><header class="relative z-1 overflow-hidden grow-1 rounded-xs"><picture class="block h-full w-full"><source srcSet="/marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F0f6de4a8428fd800bca8175bf50c062cfb6c5680-2048x2330.png%3Fauto%3Dformat&amp;w=640&amp;q=70 640w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F0f6de4a8428fd800bca8175bf50c062cfb6c5680-2048x2330.png%3Fauto%3Dformat&amp;w=750&amp;q=70 750w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F0f6de4a8428fd800bca8175bf50c062cfb6c5680-2048x2330.png%3Fauto%3Dformat&amp;w=828&amp;q=70 828w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F0f6de4a8428fd800bca8175bf50c062cfb6c5680-2048x2330.png%3Fauto%3Dformat&amp;w=1080&amp;q=70 1080w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F0f6de4a8428fd800bca8175bf50c062cfb6c5680-2048x2330.png%3Fauto%3Dformat&amp;w=1200&amp;q=70 1200w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F0f6de4a8428fd800bca8175bf50c062cfb6c5680-2048x2330.png%3Fauto%3Dformat&amp;w=1920&amp;q=70 1920w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F0f6de4a8428fd800bca8175bf50c062cfb6c5680-2048x2330.png%3Fauto%3Dformat&amp;w=2048&amp;q=70 2048w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F0f6de4a8428fd800bca8175bf50c062cfb6c5680-2048x2330.png%3Fauto%3Dformat&amp;w=3840&amp;q=70 3840w"/><img class="object-contain h-full w-full" alt="Compact Mode on" src="https://cdn.sanity.io/images/2hv88549/production/0f6de4a8428fd800bca8175bf50c062cfb6c5680-2048x2330.png?auto=format" loading="lazy" decoding="async" width="2048" height="2330" fetchPriority="auto"/></picture></header></div></div><div class="undefined h-full"><div class="card card--media flex h-full grow-1 flex-col p-0"><header class="relative z-1 overflow-hidden grow-1 rounded-xs"><picture class="block h-full w-full"><source srcSet="/marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F0ece386628fdd205456418c1217454c04e61aa34-2048x2330.png%3Fauto%3Dformat&amp;w=640&amp;q=70 640w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F0ece386628fdd205456418c1217454c04e61aa34-2048x2330.png%3Fauto%3Dformat&amp;w=750&amp;q=70 750w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F0ece386628fdd205456418c1217454c04e61aa34-2048x2330.png%3Fauto%3Dformat&amp;w=828&amp;q=70 828w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F0ece386628fdd205456418c1217454c04e61aa34-2048x2330.png%3Fauto%3Dformat&amp;w=1080&amp;q=70 1080w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F0ece386628fdd205456418c1217454c04e61aa34-2048x2330.png%3Fauto%3Dformat&amp;w=1200&amp;q=70 1200w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F0ece386628fdd205456418c1217454c04e61aa34-2048x2330.png%3Fauto%3Dformat&amp;w=1920&amp;q=70 1920w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F0ece386628fdd205456418c1217454c04e61aa34-2048x2330.png%3Fauto%3Dformat&amp;w=2048&amp;q=70 2048w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F0ece386628fdd205456418c1217454c04e61aa34-2048x2330.png%3Fauto%3Dformat&amp;w=3840&amp;q=70 3840w"/><img class="object-contain h-full w-full" alt="Compact Mode off" src="https://cdn.sanity.io/images/2hv88549/production/0ece386628fdd205456418c1217454c04e61aa34-2048x2330.png?auto=format" loading="lazy" decoding="async" width="2048" height="2330" fetchPriority="auto"/></picture></header></div></div></div></div><h3 id="background-agents-github"><a href="#background-agents-github" class="hover:opacity-90">Background Agents 的 GitHub 支持</a></h3><p>现在可以在 GitHub pull request 中直接使用 Agent。@<strong>Cursor</strong>，Agent 会读取提示、应用修复并推送一次提交。</p><p>Background Agent 会通过评论和待办事项随时向你更新状态。</p><figure class="stack"><div class="media-border-container overflow-hidden"><picture class="block h-full w-full"><source media="(min-width: 661px)" srcSet="/marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F2785959df1ef39ad4795ec260b2f89fc22f2ece7-1854x978.png%3Fauto%3Dformat&amp;w=640&amp;q=70 640w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F2785959df1ef39ad4795ec260b2f89fc22f2ece7-1854x978.png%3Fauto%3Dformat&amp;w=750&amp;q=70 750w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F2785959df1ef39ad4795ec260b2f89fc22f2ece7-1854x978.png%3Fauto%3Dformat&amp;w=828&amp;q=70 828w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F2785959df1ef39ad4795ec260b2f89fc22f2ece7-1854x978.png%3Fauto%3Dformat&amp;w=1080&amp;q=70 1080w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F2785959df1ef39ad4795ec260b2f89fc22f2ece7-1854x978.png%3Fauto%3Dformat&amp;w=1200&amp;q=70 1200w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F2785959df1ef39ad4795ec260b2f89fc22f2ece7-1854x978.png%3Fauto%3Dformat&amp;w=1920&amp;q=70 1920w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F2785959df1ef39ad4795ec260b2f89fc22f2ece7-1854x978.png%3Fauto%3Dformat&amp;w=2048&amp;q=70 2048w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F2785959df1ef39ad4795ec260b2f89fc22f2ece7-1854x978.png%3Fauto%3Dformat&amp;w=3840&amp;q=70 3840w"/><img class="object-cover h-full w-full" alt="" src="https://cdn.sanity.io/images/2hv88549/production/2785959df1ef39ad4795ec260b2f89fc22f2ece7-1854x978.png?auto=format" loading="lazy" decoding="async" fetchPriority="auto"/></picture></div></figure><h3 id="agent"><a href="#agent" class="hover:opacity-90">适用于所有 Agent 的侧边栏</a></h3><p>现在，你可以在左侧边栏查看并管理所有 Agent，包括前台和后台。点击侧边栏中的某个条目即可窥视远程机器，查看 Background Agent 的工作状态。</p><figure></figure><h3 id="background-agent"><a href="#background-agent" class="hover:opacity-90">更快的 Background Agent 启动</a></h3><p>我们对 Background Agents 进行了大量改进，现在它们的启动速度提升到原来的两倍。</p><figure class="stack"><div class="media-border-container overflow-hidden"><picture class="block h-full w-full"><source media="(min-width: 661px)" srcSet="/marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F76da8710cca8bec0e320a31269512c466a8b4694-2006x1158.png%3Fauto%3Dformat&amp;w=640&amp;q=70 640w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F76da8710cca8bec0e320a31269512c466a8b4694-2006x1158.png%3Fauto%3Dformat&amp;w=750&amp;q=70 750w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F76da8710cca8bec0e320a31269512c466a8b4694-2006x1158.png%3Fauto%3Dformat&amp;w=828&amp;q=70 828w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F76da8710cca8bec0e320a31269512c466a8b4694-2006x1158.png%3Fauto%3Dformat&amp;w=1080&amp;q=70 1080w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F76da8710cca8bec0e320a31269512c466a8b4694-2006x1158.png%3Fauto%3Dformat&amp;w=1200&amp;q=70 1200w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F76da8710cca8bec0e320a31269512c466a8b4694-2006x1158.png%3Fauto%3Dformat&amp;w=1920&amp;q=70 1920w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F76da8710cca8bec0e320a31269512c466a8b4694-2006x1158.png%3Fauto%3Dformat&amp;w=2048&amp;q=70 2048w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F76da8710cca8bec0e320a31269512c466a8b4694-2006x1158.png%3Fauto%3Dformat&amp;w=3840&amp;q=70 3840w"/><img class="object-cover h-full w-full" alt="Background Agents start much faster" src="https://cdn.sanity.io/images/2hv88549/production/76da8710cca8bec0e320a31269512c466a8b4694-2006x1158.png?auto=format" loading="lazy" decoding="async" fetchPriority="auto"/></picture></div></figure></div></div><div class="mt-v3"><div><div class="text-theme-text w-full " data-orientation="vertical"><div data-state="closed" data-orientation="vertical" class="border-theme-border-02 border-t last:border-b focus-within:relative focus-within:z-1 "><h3 data-orientation="vertical" data-state="closed" class="flex"><button type="button" aria-controls="radix-_R_bf6lfiumivb_" aria-expanded="false" data-state="closed" data-orientation="vertical" id="radix-_R_3f6lfiumivb_" class="group pt-[0.98rem] pb-[1.05rem] flex flex-1 cursor-pointer items-center justify-between text-left " data-radix-collection-item=""><div>企业</div><span class="ml-g1 h-5 w-5"><span class="inline group-data-[state=open]:hidden"><span class="icon-glyph-11" aria-hidden="true">↓</span></span><span class="hidden group-data-[state=open]:inline"><span class="icon-glyph-11" aria-hidden="true">↑</span></span></span></button></h3><div data-state="closed" id="radix-_R_bf6lfiumivb_" hidden="" role="region" aria-labelledby="radix-_R_3f6lfiumivb_" data-orientation="vertical" class="overflow-hidden " style="--radix-accordion-content-height:var(--radix-collapsible-content-height);--radix-accordion-content-width:var(--radix-collapsible-content-width)"></div></div><div data-state="closed" data-orientation="vertical" class="border-theme-border-02 border-t last:border-b focus-within:relative focus-within:z-1 "><h3 data-orientation="vertical" data-state="closed" class="flex"><button type="button" aria-controls="radix-_R_df6lfiumivb_" aria-expanded="false" data-state="closed" data-orientation="vertical" id="radix-_R_5f6lfiumivb_" class="group pt-[0.98rem] pb-[1.05rem] flex flex-1 cursor-pointer items-center justify-between text-left " data-radix-collection-item=""><div>补丁<span> (<!-- -->4<!-- -->)</span></div><span class="ml-g1 h-5 w-5"><span class="inline group-data-[state=open]:hidden"><span class="icon-glyph-11" aria-hidden="true">↓</span></span><span class="hidden group-data-[state=open]:inline"><span class="icon-glyph-11" aria-hidden="true">↑</span></span></span></button></h3><div data-state="closed" id="radix-_R_df6lfiumivb_" hidden="" role="region" aria-labelledby="radix-_R_5f6lfiumivb_" data-orientation="vertical" class="overflow-hidden " style="--radix-accordion-content-height:var(--radix-collapsible-content-height);--radix-accordion-content-width:var(--radix-collapsible-content-width)"></div></div></div></div></div></div></div></article><article data-sanity="id=PdngdlKc10AIup6ndXVobt;type=changelog;path=title;base=%2F" class=""><div class="grid-cursor gap-y-0 pb-v5 mb-v5 border-theme-border-02 border-b"><div class="mb-v2/12 col-span-full xl:col-end-7"><p class="text-theme-text-sec sticky top-[var(--site-sticky-top)] left-[-1px] inline-flex items-center"><a class="hover:text-theme-text inline-flex items-center" href="/changelog/1-3"><span class="label">1.3</span><span> </span><time dateTime="2025-07-29T19:38:00.000Z" class="type-base">Jul 29, 2025<!-- --></time></a></p></div><div class="col-span-full md:col-start-1 md:col-end-19 lg:col-start-1 lg:col-end-17 xl:col-start-7 xl:col-end-19"><header class="mb-v2 relative"><h2 class="type-lg text-balance" id="1-3"><a class="active:text-theme-text hover:opacity-90" href="/changelog/1-3">与 Agent 共享终端、聊天中的上下文用量，以及更快的编辑</a></h2></header><div><div class="prose"><h3 id="agent"><a href="#agent" class="hover:opacity-90">与 Agent 共享终端</a></h3><p>Agent 现在可以使用你的本机终端。需要时会创建一个新终端，如果没有已打开的终端则在后台运行。点击 Focus 将其置于前台，你可以查看 Agent 的命令并随时接管。</p><figure></figure><h3 id="chat"><a href="#chat" class="hover:opacity-90">在 Chat 中查看上下文用量</a></h3><p>在对话结束时，你现在可以看到上下文窗口的使用量。</p><figure class="stack"><div class="media-border-container overflow-hidden"><picture class="block h-full w-full"><source media="(min-width: 661px)" srcSet="/marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2Fc8c3e7bd465ca31403aebf01bf23dd46c14f2c49-1064x613.webp%3Fauto%3Dformat&amp;w=640&amp;q=70 640w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2Fc8c3e7bd465ca31403aebf01bf23dd46c14f2c49-1064x613.webp%3Fauto%3Dformat&amp;w=750&amp;q=70 750w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2Fc8c3e7bd465ca31403aebf01bf23dd46c14f2c49-1064x613.webp%3Fauto%3Dformat&amp;w=828&amp;q=70 828w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2Fc8c3e7bd465ca31403aebf01bf23dd46c14f2c49-1064x613.webp%3Fauto%3Dformat&amp;w=1080&amp;q=70 1080w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2Fc8c3e7bd465ca31403aebf01bf23dd46c14f2c49-1064x613.webp%3Fauto%3Dformat&amp;w=1200&amp;q=70 1200w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2Fc8c3e7bd465ca31403aebf01bf23dd46c14f2c49-1064x613.webp%3Fauto%3Dformat&amp;w=1920&amp;q=70 1920w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2Fc8c3e7bd465ca31403aebf01bf23dd46c14f2c49-1064x613.webp%3Fauto%3Dformat&amp;w=2048&amp;q=70 2048w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2Fc8c3e7bd465ca31403aebf01bf23dd46c14f2c49-1064x613.webp%3Fauto%3Dformat&amp;w=3840&amp;q=70 3840w"/><img class="object-cover h-full w-full" alt="Context Usage" src="https://cdn.sanity.io/images/2hv88549/production/c8c3e7bd465ca31403aebf01bf23dd46c14f2c49-1064x613.webp?auto=format" loading="lazy" decoding="async" fetchPriority="auto"/></picture></div></figure><h3 id=""><a href="#" class="hover:opacity-90">更快的编辑</a></h3><p>通过延迟加载 linter 错误，Agent 的编辑速度更快。搜索 &amp; 替换的编辑延迟降低了 25%，应用编辑的延迟几乎降低了 11%。</p><figure class="stack"><div class="media-border-container overflow-hidden"><picture class="block h-full w-full"><source media="(min-width: 661px)" srcSet="/marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F3f0982ced21569d2820f35e870b53f6dfdf9f327-2321x1328.webp%3Fauto%3Dformat&amp;w=640&amp;q=70 640w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F3f0982ced21569d2820f35e870b53f6dfdf9f327-2321x1328.webp%3Fauto%3Dformat&amp;w=750&amp;q=70 750w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F3f0982ced21569d2820f35e870b53f6dfdf9f327-2321x1328.webp%3Fauto%3Dformat&amp;w=828&amp;q=70 828w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F3f0982ced21569d2820f35e870b53f6dfdf9f327-2321x1328.webp%3Fauto%3Dformat&amp;w=1080&amp;q=70 1080w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F3f0982ced21569d2820f35e870b53f6dfdf9f327-2321x1328.webp%3Fauto%3Dformat&amp;w=1200&amp;q=70 1200w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F3f0982ced21569d2820f35e870b53f6dfdf9f327-2321x1328.webp%3Fauto%3Dformat&amp;w=1920&amp;q=70 1920w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F3f0982ced21569d2820f35e870b53f6dfdf9f327-2321x1328.webp%3Fauto%3Dformat&amp;w=2048&amp;q=70 2048w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F3f0982ced21569d2820f35e870b53f6dfdf9f327-2321x1328.webp%3Fauto%3Dformat&amp;w=3840&amp;q=70 3840w"/><img class="object-cover h-full w-full" alt="Agent edits are now faster by lazy loading linter errors" src="https://cdn.sanity.io/images/2hv88549/production/3f0982ced21569d2820f35e870b53f6dfdf9f327-2321x1328.webp?auto=format" loading="lazy" decoding="async" fetchPriority="auto"/></picture></div></figure></div></div><div class="mt-v3"><div><div class="text-theme-text w-full " data-orientation="vertical"><div data-state="closed" data-orientation="vertical" class="border-theme-border-02 border-t last:border-b focus-within:relative focus-within:z-1 "><h3 data-orientation="vertical" data-state="closed" class="flex"><button type="button" aria-controls="radix-_R_jf8lfiumivb_" aria-expanded="false" data-state="closed" data-orientation="vertical" id="radix-_R_3f8lfiumivb_" class="group pt-[0.98rem] pb-[1.05rem] flex flex-1 cursor-pointer items-center justify-between text-left " data-radix-collection-item=""><div>改进<span> (<!-- -->6<!-- -->)</span></div><span class="ml-g1 h-5 w-5"><span class="inline group-data-[state=open]:hidden"><span class="icon-glyph-11" aria-hidden="true">↓</span></span><span class="hidden group-data-[state=open]:inline"><span class="icon-glyph-11" aria-hidden="true">↑</span></span></span></button></h3><div data-state="closed" id="radix-_R_jf8lfiumivb_" hidden="" role="region" aria-labelledby="radix-_R_3f8lfiumivb_" data-orientation="vertical" class="overflow-hidden " style="--radix-accordion-content-height:var(--radix-collapsible-content-height);--radix-accordion-content-width:var(--radix-collapsible-content-width)"></div></div><div data-state="closed" data-orientation="vertical" class="border-theme-border-02 border-t last:border-b focus-within:relative focus-within:z-1 "><h3 data-orientation="vertical" data-state="closed" class="flex"><button type="button" aria-controls="radix-_R_lf8lfiumivb_" aria-expanded="false" data-state="closed" data-orientation="vertical" id="radix-_R_5f8lfiumivb_" class="group pt-[0.98rem] pb-[1.05rem] flex flex-1 cursor-pointer items-center justify-between text-left " data-radix-collection-item=""><div>修复<span> (<!-- -->2<!-- -->)</span></div><span class="ml-g1 h-5 w-5"><span class="inline group-data-[state=open]:hidden"><span class="icon-glyph-11" aria-hidden="true">↓</span></span><span class="hidden group-data-[state=open]:inline"><span class="icon-glyph-11" aria-hidden="true">↑</span></span></span></button></h3><div data-state="closed" id="radix-_R_lf8lfiumivb_" hidden="" role="region" aria-labelledby="radix-_R_5f8lfiumivb_" data-orientation="vertical" class="overflow-hidden " style="--radix-accordion-content-height:var(--radix-collapsible-content-height);--radix-accordion-content-width:var(--radix-collapsible-content-width)"></div></div><div data-state="closed" data-orientation="vertical" class="border-theme-border-02 border-t last:border-b focus-within:relative focus-within:z-1 "><h3 data-orientation="vertical" data-state="closed" class="flex"><button type="button" aria-controls="radix-_R_nf8lfiumivb_" aria-expanded="false" data-state="closed" data-orientation="vertical" id="radix-_R_7f8lfiumivb_" class="group pt-[0.98rem] pb-[1.05rem] flex flex-1 cursor-pointer items-center justify-between text-left " data-radix-collection-item=""><div>企业<span> (<!-- -->1<!-- -->)</span></div><span class="ml-g1 h-5 w-5"><span class="inline group-data-[state=open]:hidden"><span class="icon-glyph-11" aria-hidden="true">↓</span></span><span class="hidden group-data-[state=open]:inline"><span class="icon-glyph-11" aria-hidden="true">↑</span></span></span></button></h3><div data-state="closed" id="radix-_R_nf8lfiumivb_" hidden="" role="region" aria-labelledby="radix-_R_7f8lfiumivb_" data-orientation="vertical" class="overflow-hidden " style="--radix-accordion-content-height:var(--radix-collapsible-content-height);--radix-accordion-content-width:var(--radix-collapsible-content-width)"></div></div><div data-state="closed" data-orientation="vertical" class="border-theme-border-02 border-t last:border-b focus-within:relative focus-within:z-1 "><h3 data-orientation="vertical" data-state="closed" class="flex"><button type="button" aria-controls="radix-_R_pf8lfiumivb_" aria-expanded="false" data-state="closed" data-orientation="vertical" id="radix-_R_9f8lfiumivb_" class="group pt-[0.98rem] pb-[1.05rem] flex flex-1 cursor-pointer items-center justify-between text-left " data-radix-collection-item=""><div>补丁<span> (<!-- -->9<!-- -->)</span></div><span class="ml-g1 h-5 w-5"><span class="inline group-data-[state=open]:hidden"><span class="icon-glyph-11" aria-hidden="true">↓</span></span><span class="hidden group-data-[state=open]:inline"><span class="icon-glyph-11" aria-hidden="true">↑</span></span></span></button></h3><div data-state="closed" id="radix-_R_pf8lfiumivb_" hidden="" role="region" aria-labelledby="radix-_R_9f8lfiumivb_" data-orientation="vertical" class="overflow-hidden " style="--radix-accordion-content-height:var(--radix-collapsible-content-height);--radix-accordion-content-width:var(--radix-collapsible-content-width)"></div></div></div></div></div></div></div></article><article data-sanity="id=8kFFJbKQYs0iCn1sA3HQPr;type=changelog;path=title;base=%2F" class=""><div class="grid-cursor gap-y-0  mb-v5 "><div class="mb-v2/12 col-span-full xl:col-end-7"><p class="text-theme-text-sec sticky top-[var(--site-sticky-top)] left-[-1px] inline-flex items-center"><a class="hover:text-theme-text inline-flex items-center" href="/changelog/1-2"><span class="label">1.2</span><span> </span><time dateTime="2025-07-03T15:16:00.000Z" class="type-base">Jul 3, 2025<!-- --></time></a></p></div><div class="col-span-full md:col-start-1 md:col-end-19 lg:col-start-1 lg:col-end-17 xl:col-start-7 xl:col-end-19"><header class="mb-v2 relative"><h2 class="type-lg text-balance" id="1-2"><a class="active:text-theme-text hover:opacity-90" href="/changelog/1-2">Agent 规划、更优上下文与更快的 Tab</a></h2></header><div><div class="prose"><h3 id="agent"><a href="#agent" class="hover:opacity-90">Agent 待办事项</a></h3><p>Agents 现在会使用结构化的待办清单进行前瞻性规划，使长周期任务更易理解和跟踪。</p><p>该代理会将包含依赖关系的较长任务拆解为步骤；这些步骤会在聊天中对你可见，并在相关时流式发送到 Slack。随着工作推进，它还能更新此清单，保持上下文新鲜，使交互可预测。</p><p>如果已设置集成，待办事项也会在 Slack 中显示！</p><figure></figure><h3 id=""><a href="#" class="hover:opacity-90">排队的消息</a></h3><p>现在，Agent 完成当前任务后，你可以为其排队后续消息。只需输入指令并发送即可。进入队列后，你可以重新排序任务并立即开始执行，无需等待。</p><figure></figure><h3 id="memories"><a href="#memories" class="hover:opacity-90">Memories（现已全面开放）</a></h3><p>Memories 现已全面上线（GA）。自 1.0 起，我们提升了记忆生成质量，优化了编辑器内的 UI 体验，并引入了对后台生成记忆的用户审批机制，以维护信任。</p><figure></figure><h3 id="pr"><a href="#pr" class="hover:opacity-90">PR 索引与搜索</a></h3><p>Cursor 现在会像处理文件一样为 PR 建立索引并生成摘要。你可以进行语义搜索以查找历史 PR，或显式将某个 PR、issue、commit 或 branch 拉取进上下文。</p><p>这包括相关的 GitHub 评论、BugBot 评审，以及 Slack 代理支持——从而显著加快事后分析或事故追踪。</p><figure></figure><h3 id=""><a href="#" class="hover:opacity-90">改进的语义搜索向量嵌入</a></h3><p>借助全新的嵌入模型，代码库搜索现已更加准确。我们还重新调优了提示词，以生成更简洁、更聚焦的结果。</p><figure class="stack"><div class="media-border-container overflow-hidden"><picture class="block h-full w-full"><source media="(min-width: 661px)" srcSet="/marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2Ffeb8356b993fdd9f230174df55dc50ed55a9b8ca-1930x1242.png%3Fauto%3Dformat&amp;w=640&amp;q=70 640w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2Ffeb8356b993fdd9f230174df55dc50ed55a9b8ca-1930x1242.png%3Fauto%3Dformat&amp;w=750&amp;q=70 750w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2Ffeb8356b993fdd9f230174df55dc50ed55a9b8ca-1930x1242.png%3Fauto%3Dformat&amp;w=828&amp;q=70 828w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2Ffeb8356b993fdd9f230174df55dc50ed55a9b8ca-1930x1242.png%3Fauto%3Dformat&amp;w=1080&amp;q=70 1080w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2Ffeb8356b993fdd9f230174df55dc50ed55a9b8ca-1930x1242.png%3Fauto%3Dformat&amp;w=1200&amp;q=70 1200w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2Ffeb8356b993fdd9f230174df55dc50ed55a9b8ca-1930x1242.png%3Fauto%3Dformat&amp;w=1920&amp;q=70 1920w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2Ffeb8356b993fdd9f230174df55dc50ed55a9b8ca-1930x1242.png%3Fauto%3Dformat&amp;w=2048&amp;q=70 2048w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2Ffeb8356b993fdd9f230174df55dc50ed55a9b8ca-1930x1242.png%3Fauto%3Dformat&amp;w=3840&amp;q=70 3840w"/><img class="object-cover h-full w-full" alt="" src="https://cdn.sanity.io/images/2hv88549/production/feb8356b993fdd9f230174df55dc50ed55a9b8ca-1930x1242.png?auto=format" loading="lazy" decoding="async" fetchPriority="auto"/></picture></div></figure><h3 id="tab"><a href="#tab" class="hover:opacity-90">更快的 Tab</a></h3><p>Tab 自动补全现已快约 100 毫秒，且 TTFT 降低了 30%。这是通过重构我们的内存管理系统并优化数据传输路径实现的。</p><figure class="stack"><div class="media-border-container overflow-hidden"><picture class="block h-full w-full"><source media="(min-width: 661px)" srcSet="/marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F1a79fbdc5f9840b8645de16e8c9aa8e1b6064ca2-1994x1242.png%3Fauto%3Dformat&amp;w=640&amp;q=70 640w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F1a79fbdc5f9840b8645de16e8c9aa8e1b6064ca2-1994x1242.png%3Fauto%3Dformat&amp;w=750&amp;q=70 750w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F1a79fbdc5f9840b8645de16e8c9aa8e1b6064ca2-1994x1242.png%3Fauto%3Dformat&amp;w=828&amp;q=70 828w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F1a79fbdc5f9840b8645de16e8c9aa8e1b6064ca2-1994x1242.png%3Fauto%3Dformat&amp;w=1080&amp;q=70 1080w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F1a79fbdc5f9840b8645de16e8c9aa8e1b6064ca2-1994x1242.png%3Fauto%3Dformat&amp;w=1200&amp;q=70 1200w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F1a79fbdc5f9840b8645de16e8c9aa8e1b6064ca2-1994x1242.png%3Fauto%3Dformat&amp;w=1920&amp;q=70 1920w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F1a79fbdc5f9840b8645de16e8c9aa8e1b6064ca2-1994x1242.png%3Fauto%3Dformat&amp;w=2048&amp;q=70 2048w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F1a79fbdc5f9840b8645de16e8c9aa8e1b6064ca2-1994x1242.png%3Fauto%3Dformat&amp;w=3840&amp;q=70 3840w"/><img class="object-cover h-full w-full" alt="" src="https://cdn.sanity.io/images/2hv88549/production/1a79fbdc5f9840b8645de16e8c9aa8e1b6064ca2-1994x1242.png?auto=format" loading="lazy" decoding="async" fetchPriority="auto"/></picture></div></figure><h3 id="agent"><a href="#agent" class="hover:opacity-90">让 Agent 解决合并冲突</a></h3><p>当出现合并冲突时，Agent 现在可以尝试为你解决它们。点击<em>在聊天中解决</em>，系统会添加相关上下文以解决冲突。</p><figure></figure><h3 id="background-agent"><a href="#background-agent" class="hover:opacity-90">Background Agent 改进</a></h3><p>对 Background Agents 的多项改进使其行为更可预测、更具韧性：</p><ul><li>PR 将遵循你团队的模板</li><li>对 agent 分支的更改会自动拉取</li><li>冲突（如 rebase）现已以可执行的后续操作呈现</li><li>你可以直接从侧边栏提交</li><li>Slack 和网页深度链接会打开关联的仓库，即使你当前未打开该仓库</li></ul></div></div><div class="mt-v3"><div><div class="text-theme-text w-full " data-orientation="vertical"><div data-state="closed" data-orientation="vertical" class="border-theme-border-02 border-t last:border-b focus-within:relative focus-within:z-1 "><h3 data-orientation="vertical" data-state="closed" class="flex"><button type="button" aria-controls="radix-_R_bfalfiumivb_" aria-expanded="false" data-state="closed" data-orientation="vertical" id="radix-_R_3falfiumivb_" class="group pt-[0.98rem] pb-[1.05rem] flex flex-1 cursor-pointer items-center justify-between text-left " data-radix-collection-item=""><div>改进（7）<span> (<!-- -->7<!-- -->)</span></div><span class="ml-g1 h-5 w-5"><span class="inline group-data-[state=open]:hidden"><span class="icon-glyph-11" aria-hidden="true">↓</span></span><span class="hidden group-data-[state=open]:inline"><span class="icon-glyph-11" aria-hidden="true">↑</span></span></span></button></h3><div data-state="closed" id="radix-_R_bfalfiumivb_" hidden="" role="region" aria-labelledby="radix-_R_3falfiumivb_" data-orientation="vertical" class="overflow-hidden " style="--radix-accordion-content-height:var(--radix-collapsible-content-height);--radix-accordion-content-width:var(--radix-collapsible-content-width)"></div></div><div data-state="closed" data-orientation="vertical" class="border-theme-border-02 border-t last:border-b focus-within:relative focus-within:z-1 "><h3 data-orientation="vertical" data-state="closed" class="flex"><button type="button" aria-controls="radix-_R_dfalfiumivb_" aria-expanded="false" data-state="closed" data-orientation="vertical" id="radix-_R_5falfiumivb_" class="group pt-[0.98rem] pb-[1.05rem] flex flex-1 cursor-pointer items-center justify-between text-left " data-radix-collection-item=""><div>修复（4）<span> (<!-- -->4<!-- -->)</span></div><span class="ml-g1 h-5 w-5"><span class="inline group-data-[state=open]:hidden"><span class="icon-glyph-11" aria-hidden="true">↓</span></span><span class="hidden group-data-[state=open]:inline"><span class="icon-glyph-11" aria-hidden="true">↑</span></span></span></button></h3><div data-state="closed" id="radix-_R_dfalfiumivb_" hidden="" role="region" aria-labelledby="radix-_R_5falfiumivb_" data-orientation="vertical" class="overflow-hidden " style="--radix-accordion-content-height:var(--radix-collapsible-content-height);--radix-accordion-content-width:var(--radix-collapsible-content-width)"></div></div><div data-state="closed" data-orientation="vertical" class="border-theme-border-02 border-t last:border-b focus-within:relative focus-within:z-1 "><h3 data-orientation="vertical" data-state="closed" class="flex"><button type="button" aria-controls="radix-_R_ffalfiumivb_" aria-expanded="false" data-state="closed" data-orientation="vertical" id="radix-_R_7falfiumivb_" class="group pt-[0.98rem] pb-[1.05rem] flex flex-1 cursor-pointer items-center justify-between text-left " data-radix-collection-item=""><div>补丁（3）<span> (<!-- -->3<!-- -->)</span></div><span class="ml-g1 h-5 w-5"><span class="inline group-data-[state=open]:hidden"><span class="icon-glyph-11" aria-hidden="true">↓</span></span><span class="hidden group-data-[state=open]:inline"><span class="icon-glyph-11" aria-hidden="true">↑</span></span></span></button></h3><div data-state="closed" id="radix-_R_ffalfiumivb_" hidden="" role="region" aria-labelledby="radix-_R_7falfiumivb_" data-orientation="vertical" class="overflow-hidden " style="--radix-accordion-content-height:var(--radix-collapsible-content-height);--radix-accordion-content-width:var(--radix-collapsible-content-width)"></div></div></div></div></div></div></div></article><div class="grid-cursor"><div class="col-span-full md:col-start-1 md:col-end-19 lg:col-start-1 lg:col-end-17 xl:col-start-7 xl:col-end-19"><nav class="gap-x-g1 sm:flex justify-end"><a class="btn-block card--pagination type-base text-right basis-full" href="/changelog/page/2"><span class="text-theme-text-sec">下一个 →</span><span 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class="container"><article data-sanity="id=8kFFJbKQYs0iCn1sA3HUtT;type=changelog;path=title;base=%2F" class=""><div class="grid-cursor gap-y-0 pb-v5 mb-v5 border-theme-border-02 border-b"><div class="mb-v2/12 col-span-full xl:col-end-7"><p class="text-theme-text-sec sticky top-[var(--site-sticky-top)] left-[-1px] inline-flex items-center"><a class="hover:text-theme-text inline-flex items-center" href="/changelog/1-6"><span class="label">1.6</span><span> </span><time dateTime="2025-09-12T01:25:00.000Z" class="type-base">Sep 12, 2025<!-- --></time></a><span class="xl:hidden"> · </span><!--$--><a class="text-theme-text-sec hover:text-theme-text active:text-theme-text xl:hidden" href="/changelog">更新日志</a><!--/$--></p></div><div class="col-span-full md:col-start-1 md:col-end-19 lg:col-start-1 lg:col-end-17 xl:col-start-7 xl:col-end-19"><header class="mb-v2 relative"><div class="type-base pb-v3/12 absolute left-0 z-10 max-xl:hidden" style="transform:translateY(-100%)"><!--$--><a class="text-theme-text-sec hover:text-theme-text active:text-theme-text" href="/cn/changelog">更新日志</a><!--/$--></div><h2 class="type-lg text-balance" id="1-6"><a class="active:text-theme-text hover:opacity-90" href="/changelog/1-6">斜杠菜单命令、摘要功能，以及更完善的 Agent 终端</a></h2></header><div><div class="prose"><h3 id=""><a href="#" class="hover:opacity-90">自定义斜杠命令</a></h3><p>你现在可以创建可复用的提示词，并快速与团队共享。<a target="_blank" rel="noopener noreferrer" href="https://cursor.com/docs/agent/chat/commands">命令</a>存放在<code>.cursor/commands/[command].md</code>。在 Agent 输入框中键入<code>/</code>并从下拉菜单中选择命令即可运行。</p><p>我们一直用它们来运行 linter、修复编译错误，并创建带有详细描述和 conventional commits 的 PR。</p><figure><video class="media-border-container " src="https://cdn.sanity.io/files/2hv88549/production/d9bf919ffcfc6f56f4777c2a92010432dbe9804d.mp4" autoPlay="" loop="" muted="" playsInline=""></video></figure><h3 id=""><a href="#" class="hover:opacity-90">摘要触发器</a></h3><p>当达到上下文窗口限制时，Cursor 会自动为你总结较长的对话。现在你可以使用<code>/summarize</code>斜杠命令按需总结上下文。当你不想新建聊天、但又想释放上下文窗口空间时，这会很有用。</p><figure><video class="media-border-container " src="https://cdn.sanity.io/files/2hv88549/production/22c3557543d6f346d0ac104ed4b01fbc75fcfae7.mp4" autoPlay="" loop="" muted="" playsInline=""></video></figure><h3 id="mcp-resources"><a href="#mcp-resources" class="hover:opacity-90">支持 MCP Resources</a></h3><p>我们已新增对 MCP Resources 的支持。<a target="_blank" rel="noopener noreferrer" href="https://modelcontextprotocol.io/specification/2025-06-18/server/resources">Resources</a>允许服务器共享为语言模型提供上下文的数据，如文件、数据库架构或应用特定信息。</p><p>此外，MCP 现在支持插值变量。这使你在为 MCP 服务器定义配置时，能够在字符串中使用环境变量。</p><figure class="stack"><div class="media-border-container overflow-hidden"><picture class="block h-full w-full"><source media="(min-width: 661px)" srcSet="/marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2Fcc784b2927d5a140804aa1a1184e3bc3c0fa87ed-1118x368.webp%3Fauto%3Dformat&amp;w=640&amp;q=70 640w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2Fcc784b2927d5a140804aa1a1184e3bc3c0fa87ed-1118x368.webp%3Fauto%3Dformat&amp;w=750&amp;q=70 750w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2Fcc784b2927d5a140804aa1a1184e3bc3c0fa87ed-1118x368.webp%3Fauto%3Dformat&amp;w=828&amp;q=70 828w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2Fcc784b2927d5a140804aa1a1184e3bc3c0fa87ed-1118x368.webp%3Fauto%3Dformat&amp;w=1080&amp;q=70 1080w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2Fcc784b2927d5a140804aa1a1184e3bc3c0fa87ed-1118x368.webp%3Fauto%3Dformat&amp;w=1200&amp;q=70 1200w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2Fcc784b2927d5a140804aa1a1184e3bc3c0fa87ed-1118x368.webp%3Fauto%3Dformat&amp;w=1920&amp;q=70 1920w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2Fcc784b2927d5a140804aa1a1184e3bc3c0fa87ed-1118x368.webp%3Fauto%3Dformat&amp;w=2048&amp;q=70 2048w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2Fcc784b2927d5a140804aa1a1184e3bc3c0fa87ed-1118x368.webp%3Fauto%3Dformat&amp;w=3840&amp;q=70 3840w"/><img class="object-cover h-full w-full" alt="" src="https://cdn.sanity.io/images/2hv88549/production/cc784b2927d5a140804aa1a1184e3bc3c0fa87ed-1118x368.webp?auto=format" loading="lazy" decoding="async" fetchPriority="auto"/></picture></div></figure><h3 id="agent"><a href="#agent" class="hover:opacity-90">改进的 Agent 终端</a></h3><p>当 Agent 决定创建一个终端来运行 shell 命令时，我们显著提升了该环境的稳定性与可靠性。</p><p>这解决了终端命令挂起、任务完成后未正确退出等已知问题，并改进了 SSH 体验。</p><p>我们还打磨了终端 UI，加快了运行速度，并在 shell 命令需要用户批准时加入了操作系统通知。</p><figure><video class="media-border-container " src="https://cdn.sanity.io/files/2hv88549/production/6d6351af5c46fa85244a285cfca9a0460df2e8d9.mp4" autoPlay="" loop="" muted="" playsInline=""></video></figure><p></p></div></div><div class="mt-v3"><div><div class="text-theme-text w-full " data-orientation="vertical"><div data-state="closed" data-orientation="vertical" class="border-theme-border-02 border-t last:border-b focus-within:relative focus-within:z-1 "><h3 data-orientation="vertical" data-state="closed" class="flex"><button type="button" aria-controls="radix-_R_7f2lfiumivb_" aria-expanded="false" data-state="closed" data-orientation="vertical" id="radix-_R_3f2lfiumivb_" class="group pt-[0.98rem] pb-[1.05rem] flex flex-1 cursor-pointer items-center justify-between text-left " data-radix-collection-item=""><div>补丁<span> (<!-- -->24<!-- -->)</span></div><span class="ml-g1 h-5 w-5"><span class="inline group-data-[state=open]:hidden"><span class="icon-glyph-11" aria-hidden="true">↓</span></span><span class="hidden group-data-[state=open]:inline"><span class="icon-glyph-11" aria-hidden="true">↑</span></span></span></button></h3><div data-state="closed" id="radix-_R_7f2lfiumivb_" hidden="" role="region" aria-labelledby="radix-_R_3f2lfiumivb_" data-orientation="vertical" class="overflow-hidden " style="--radix-accordion-content-height:var(--radix-collapsible-content-height);--radix-accordion-content-width:var(--radix-collapsible-content-width)"></div></div></div></div></div></div></div></article><article data-sanity="id=K4tdAJtZqIlru9YbYNoU4s;type=changelog;path=title;base=%2F" class=""><div class="grid-cursor gap-y-0 pb-v5 mb-v5 border-theme-border-02 border-b"><div class="mb-v2/12 col-span-full xl:col-end-7"><p class="text-theme-text-sec sticky top-[var(--site-sticky-top)] left-[-1px] inline-flex items-center"><a class="hover:text-theme-text inline-flex items-center" href="/changelog/1-5"><span class="label">1.5</span><span> </span><time dateTime="2025-08-21T19:54:00.000Z" class="type-base">Aug 21, 2025<!-- --></time></a></p></div><div class="col-span-full md:col-start-1 md:col-end-19 lg:col-start-1 lg:col-end-17 xl:col-start-7 xl:col-end-19"><header class="mb-v2 relative"><h2 class="type-lg text-balance" id="1-5"><a class="active:text-theme-text hover:opacity-90" href="/changelog/1-5">Linear 集成、改进的 Agent 终端，以及操作系统通知</a></h2></header><div><div class="prose"><h3 id="linear-agents"><a href="#linear-agents" class="hover:opacity-90">在 Linear 中运行 Agents</a></h3><p>你现在可以直接从 Linear 启动 Background Agents。把任务委派给 Cursor，而无需离开你的 issue。我们撰写了一篇<a href="https://cursor.com/blog/linear">更长的博文</a>提供更多细节。</p><figure></figure><h3 id="agent"><a href="#agent" class="hover:opacity-90">改进的 Agent 终端评审流程</a></h3><p>终端现在在左侧打开，带有清晰的背景和边框动画，以突出显示其阻塞状态。选择拒绝时会自动聚焦输入框，便于你立即回应。</p><figure></figure><h3 id="agent"><a href="#agent" class="hover:opacity-90">来自 Agent 的操作系统通知</a></h3><p>当一次 agent 运行完成或需要输入时（例如批准未在允许列表中的命令），将收到原生操作系统通知。可在<strong>Settings</strong>中启用。</p><figure class="stack"><div class="media-border-container overflow-hidden"><picture class="block h-full w-full"><source media="(min-width: 661px)" srcSet="/marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F431f7ffb3b0a444423ff9cf64ec51dc9cad94271-1128x634.webp%3Fauto%3Dformat&amp;w=640&amp;q=70 640w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F431f7ffb3b0a444423ff9cf64ec51dc9cad94271-1128x634.webp%3Fauto%3Dformat&amp;w=750&amp;q=70 750w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F431f7ffb3b0a444423ff9cf64ec51dc9cad94271-1128x634.webp%3Fauto%3Dformat&amp;w=828&amp;q=70 828w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F431f7ffb3b0a444423ff9cf64ec51dc9cad94271-1128x634.webp%3Fauto%3Dformat&amp;w=1080&amp;q=70 1080w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F431f7ffb3b0a444423ff9cf64ec51dc9cad94271-1128x634.webp%3Fauto%3Dformat&amp;w=1200&amp;q=70 1200w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F431f7ffb3b0a444423ff9cf64ec51dc9cad94271-1128x634.webp%3Fauto%3Dformat&amp;w=1920&amp;q=70 1920w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F431f7ffb3b0a444423ff9cf64ec51dc9cad94271-1128x634.webp%3Fauto%3Dformat&amp;w=2048&amp;q=70 2048w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F431f7ffb3b0a444423ff9cf64ec51dc9cad94271-1128x634.webp%3Fauto%3Dformat&amp;w=3840&amp;q=70 3840w"/><img class="object-cover h-full w-full" alt="Agent completed system notification." src="https://cdn.sanity.io/images/2hv88549/production/431f7ffb3b0a444423ff9cf64ec51dc9cad94271-1128x634.webp?auto=format" loading="lazy" decoding="async" fetchPriority="auto"/></picture></div></figure><h3 id="mcp-elicitation"><a href="#mcp-elicitation" class="hover:opacity-90">支持 MCP elicitation</a></h3><p>Cursor 现已支持 MCP elicitation——这是 MCP 规范中的一项新功能，允许服务器向用户请求结构化输入，例如用户偏好或配置选择。请求通过 JSON schema 定义，使服务器获得经验证的响应，同时确保用户对所分享的内容保持控制权。</p><figure></figure></div></div><div class="mt-v3"><div><div class="text-theme-text w-full " data-orientation="vertical"><div data-state="closed" data-orientation="vertical" class="border-theme-border-02 border-t last:border-b focus-within:relative focus-within:z-1 "><h3 data-orientation="vertical" data-state="closed" class="flex"><button type="button" aria-controls="radix-_R_bf4lfiumivb_" aria-expanded="false" data-state="closed" data-orientation="vertical" id="radix-_R_3f4lfiumivb_" class="group pt-[0.98rem] pb-[1.05rem] flex flex-1 cursor-pointer items-center justify-between text-left " data-radix-collection-item=""><div>Jupyter Notebook<span> (<!-- -->3<!-- -->)</span></div><span class="ml-g1 h-5 w-5"><span class="inline group-data-[state=open]:hidden"><span class="icon-glyph-11" aria-hidden="true">↓</span></span><span class="hidden group-data-[state=open]:inline"><span class="icon-glyph-11" aria-hidden="true">↑</span></span></span></button></h3><div data-state="closed" id="radix-_R_bf4lfiumivb_" hidden="" role="region" aria-labelledby="radix-_R_3f4lfiumivb_" data-orientation="vertical" class="overflow-hidden " style="--radix-accordion-content-height:var(--radix-collapsible-content-height);--radix-accordion-content-width:var(--radix-collapsible-content-width)"></div></div><div data-state="closed" data-orientation="vertical" class="border-theme-border-02 border-t last:border-b focus-within:relative focus-within:z-1 "><h3 data-orientation="vertical" data-state="closed" class="flex"><button type="button" aria-controls="radix-_R_df4lfiumivb_" aria-expanded="false" data-state="closed" data-orientation="vertical" id="radix-_R_5f4lfiumivb_" class="group pt-[0.98rem] pb-[1.05rem] flex flex-1 cursor-pointer items-center justify-between text-left " data-radix-collection-item=""><div>Improvements<span> (<!-- -->3<!-- -->)</span></div><span class="ml-g1 h-5 w-5"><span class="inline group-data-[state=open]:hidden"><span class="icon-glyph-11" aria-hidden="true">↓</span></span><span class="hidden group-data-[state=open]:inline"><span class="icon-glyph-11" aria-hidden="true">↑</span></span></span></button></h3><div data-state="closed" id="radix-_R_df4lfiumivb_" hidden="" role="region" aria-labelledby="radix-_R_5f4lfiumivb_" data-orientation="vertical" class="overflow-hidden " style="--radix-accordion-content-height:var(--radix-collapsible-content-height);--radix-accordion-content-width:var(--radix-collapsible-content-width)"></div></div><div data-state="closed" data-orientation="vertical" class="border-theme-border-02 border-t last:border-b focus-within:relative focus-within:z-1 "><h3 data-orientation="vertical" data-state="closed" class="flex"><button type="button" aria-controls="radix-_R_ff4lfiumivb_" aria-expanded="false" data-state="closed" data-orientation="vertical" id="radix-_R_7f4lfiumivb_" class="group pt-[0.98rem] pb-[1.05rem] flex flex-1 cursor-pointer items-center justify-between text-left " data-radix-collection-item=""><div>Patches<span> (<!-- -->5<!-- -->)</span></div><span class="ml-g1 h-5 w-5"><span class="inline group-data-[state=open]:hidden"><span class="icon-glyph-11" aria-hidden="true">↓</span></span><span class="hidden group-data-[state=open]:inline"><span class="icon-glyph-11" aria-hidden="true">↑</span></span></span></button></h3><div data-state="closed" id="radix-_R_ff4lfiumivb_" hidden="" role="region" aria-labelledby="radix-_R_7f4lfiumivb_" data-orientation="vertical" class="overflow-hidden " style="--radix-accordion-content-height:var(--radix-collapsible-content-height);--radix-accordion-content-width:var(--radix-collapsible-content-width)"></div></div></div></div></div></div></div></article><article data-sanity="id=8kFFJbKQYs0iCn1sA3HgHf;type=changelog;path=title;base=%2F" class=""><div class="grid-cursor gap-y-0 pb-v5 mb-v5 border-theme-border-02 border-b"><div class="mb-v2/12 col-span-full xl:col-end-7"><p class="text-theme-text-sec sticky top-[var(--site-sticky-top)] left-[-1px] inline-flex items-center"><a class="hover:text-theme-text inline-flex items-center" href="/changelog/1-4"><span class="label">1.4</span><span> </span><time dateTime="2025-08-06T19:44:00.000Z" class="type-base">Aug 6, 2025<!-- --></time></a></p></div><div class="col-span-full md:col-start-1 md:col-end-19 lg:col-start-1 lg:col-end-17 xl:col-start-7 xl:col-end-19"><header class="mb-v2 relative"><h2 class="type-lg text-balance" id="1-4"><a class="active:text-theme-text hover:opacity-90" href="/changelog/1-4">改进的 Agent 工具、可引导性与使用可见性</a></h2></header><div><div class="prose"><h3 id="agent"><a href="#agent" class="hover:opacity-90">更强的 Agent 可控性</a></h3><p>现在，当 Cursor 正在工作时发送消息，能更好地引导代理。消息会在下一个理想时机运行（通常是在一次工具调用之后），而不是一直等到生成完成。⌥+Enter（Windows 上为 Alt+Enter）将像之前一样把消息加入队列，⌘+Enter（Windows 上为 Ctrl+Enter）会中断代理并立即发送消息。可在 Cursor 设置 → Chat → Queue messages 中更改默认行为。</p><figure></figure><h3 id="agent"><a href="#agent" class="hover:opacity-90">改进的 Agent 工具</a></h3><p>在大型代码库中运行时，Agents 的表现显著提升。上下文选择更相关，token 使用更高效，编辑质量更高：</p><ul><li><strong>读取文件：</strong>在合适的情况下可读取完整文件，并已移除 2MB 限制。</li><li><strong>列表：</strong> 现在可在一次调用中探索完整目录树，并包含文件数量与类型等元数据。</li><li><strong>Grep：</strong> 改进匹配，减少噪声。</li><li><strong>代码库搜索：</strong>改进的排序与索引，提供更相关的上下文。</li><li><strong>Web Search：</strong> 采用轻量级原生模型优化，提供更短、更相关的回答。</li></ul><h3 id="agent"><a href="#agent" class="hover:opacity-90">为每个 Agent 单独配置模型</a></h3><p>现在，您可以在不同的选项卡和编辑器中为每个 Agent 指定不同的模型。分叉（Fork）一个 Agent 时会保留其已选择的模型。</p><figure></figure><h3 id=""><a href="#" class="hover:opacity-90">使用情况与定价可见性</a></h3><p>Chat 现已显示使用统计。你可以查看累计使用情况，或在超过套餐配额的 50% 时查看用量。</p><p>可以在“设置”中切换显示此摘要。团队和企业用户将于九月获得使用情况摘要的访问权限。</p><figure class="stack"><div class="media-border-container overflow-hidden"><picture class="block h-full w-full"><source media="(min-width: 661px)" srcSet="/marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F70bc6ce5bac214bcba07548b9100fcead580400d-783x440.png%3Fauto%3Dformat&amp;w=640&amp;q=70 640w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F70bc6ce5bac214bcba07548b9100fcead580400d-783x440.png%3Fauto%3Dformat&amp;w=750&amp;q=70 750w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F70bc6ce5bac214bcba07548b9100fcead580400d-783x440.png%3Fauto%3Dformat&amp;w=828&amp;q=70 828w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F70bc6ce5bac214bcba07548b9100fcead580400d-783x440.png%3Fauto%3Dformat&amp;w=1080&amp;q=70 1080w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F70bc6ce5bac214bcba07548b9100fcead580400d-783x440.png%3Fauto%3Dformat&amp;w=1200&amp;q=70 1200w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F70bc6ce5bac214bcba07548b9100fcead580400d-783x440.png%3Fauto%3Dformat&amp;w=1920&amp;q=70 1920w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F70bc6ce5bac214bcba07548b9100fcead580400d-783x440.png%3Fauto%3Dformat&amp;w=2048&amp;q=70 2048w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F70bc6ce5bac214bcba07548b9100fcead580400d-783x440.png%3Fauto%3Dformat&amp;w=3840&amp;q=70 3840w"/><img class="object-cover h-full w-full" alt="Usage visibility" src="https://cdn.sanity.io/images/2hv88549/production/70bc6ce5bac214bcba07548b9100fcead580400d-783x440.png?auto=format" loading="lazy" decoding="async" fetchPriority="auto"/></picture></div></figure><h3 id=""><a href="#" class="hover:opacity-90">紧凑聊天模式</a></h3><p>紧凑模式会隐藏工具图标、默认折叠差异视图，并在空闲时自动隐藏输入栏。对于包含大量工具调用、终端和差异视图的长时间会话，这会很有用。你可以在设置中开启紧凑模式。</p><div class="grid-prose__w-full my-v2"><div class="grid gap-g1 grid-cols-1 md:grid-cols-2 items-stretch"><div class="undefined h-full"><div class="card card--media flex h-full grow-1 flex-col p-0"><header class="relative z-1 overflow-hidden grow-1 rounded-xs"><picture class="block h-full w-full"><source srcSet="/marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F0f6de4a8428fd800bca8175bf50c062cfb6c5680-2048x2330.png%3Fauto%3Dformat&amp;w=640&amp;q=70 640w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F0f6de4a8428fd800bca8175bf50c062cfb6c5680-2048x2330.png%3Fauto%3Dformat&amp;w=750&amp;q=70 750w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F0f6de4a8428fd800bca8175bf50c062cfb6c5680-2048x2330.png%3Fauto%3Dformat&amp;w=828&amp;q=70 828w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F0f6de4a8428fd800bca8175bf50c062cfb6c5680-2048x2330.png%3Fauto%3Dformat&amp;w=1080&amp;q=70 1080w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F0f6de4a8428fd800bca8175bf50c062cfb6c5680-2048x2330.png%3Fauto%3Dformat&amp;w=1200&amp;q=70 1200w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F0f6de4a8428fd800bca8175bf50c062cfb6c5680-2048x2330.png%3Fauto%3Dformat&amp;w=1920&amp;q=70 1920w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F0f6de4a8428fd800bca8175bf50c062cfb6c5680-2048x2330.png%3Fauto%3Dformat&amp;w=2048&amp;q=70 2048w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F0f6de4a8428fd800bca8175bf50c062cfb6c5680-2048x2330.png%3Fauto%3Dformat&amp;w=3840&amp;q=70 3840w"/><img class="object-contain h-full w-full" alt="Compact Mode on" src="https://cdn.sanity.io/images/2hv88549/production/0f6de4a8428fd800bca8175bf50c062cfb6c5680-2048x2330.png?auto=format" loading="lazy" decoding="async" width="2048" height="2330" fetchPriority="auto"/></picture></header></div></div><div class="undefined h-full"><div class="card card--media flex h-full grow-1 flex-col p-0"><header class="relative z-1 overflow-hidden grow-1 rounded-xs"><picture class="block h-full w-full"><source srcSet="/marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F0ece386628fdd205456418c1217454c04e61aa34-2048x2330.png%3Fauto%3Dformat&amp;w=640&amp;q=70 640w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F0ece386628fdd205456418c1217454c04e61aa34-2048x2330.png%3Fauto%3Dformat&amp;w=750&amp;q=70 750w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F0ece386628fdd205456418c1217454c04e61aa34-2048x2330.png%3Fauto%3Dformat&amp;w=828&amp;q=70 828w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F0ece386628fdd205456418c1217454c04e61aa34-2048x2330.png%3Fauto%3Dformat&amp;w=1080&amp;q=70 1080w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F0ece386628fdd205456418c1217454c04e61aa34-2048x2330.png%3Fauto%3Dformat&amp;w=1200&amp;q=70 1200w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F0ece386628fdd205456418c1217454c04e61aa34-2048x2330.png%3Fauto%3Dformat&amp;w=1920&amp;q=70 1920w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F0ece386628fdd205456418c1217454c04e61aa34-2048x2330.png%3Fauto%3Dformat&amp;w=2048&amp;q=70 2048w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F0ece386628fdd205456418c1217454c04e61aa34-2048x2330.png%3Fauto%3Dformat&amp;w=3840&amp;q=70 3840w"/><img class="object-contain h-full w-full" alt="Compact Mode off" src="https://cdn.sanity.io/images/2hv88549/production/0ece386628fdd205456418c1217454c04e61aa34-2048x2330.png?auto=format" loading="lazy" decoding="async" width="2048" height="2330" fetchPriority="auto"/></picture></header></div></div></div></div><h3 id="background-agents-github"><a href="#background-agents-github" class="hover:opacity-90">Background Agents 的 GitHub 支持</a></h3><p>现在可以在 GitHub pull request 中直接使用 Agent。@<strong>Cursor</strong>，Agent 会读取提示、应用修复并推送一次提交。</p><p>Background Agent 会通过评论和待办事项随时向你更新状态。</p><figure class="stack"><div class="media-border-container overflow-hidden"><picture class="block h-full w-full"><source media="(min-width: 661px)" srcSet="/marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F2785959df1ef39ad4795ec260b2f89fc22f2ece7-1854x978.png%3Fauto%3Dformat&amp;w=640&amp;q=70 640w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F2785959df1ef39ad4795ec260b2f89fc22f2ece7-1854x978.png%3Fauto%3Dformat&amp;w=750&amp;q=70 750w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F2785959df1ef39ad4795ec260b2f89fc22f2ece7-1854x978.png%3Fauto%3Dformat&amp;w=828&amp;q=70 828w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F2785959df1ef39ad4795ec260b2f89fc22f2ece7-1854x978.png%3Fauto%3Dformat&amp;w=1080&amp;q=70 1080w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F2785959df1ef39ad4795ec260b2f89fc22f2ece7-1854x978.png%3Fauto%3Dformat&amp;w=1200&amp;q=70 1200w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F2785959df1ef39ad4795ec260b2f89fc22f2ece7-1854x978.png%3Fauto%3Dformat&amp;w=1920&amp;q=70 1920w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F2785959df1ef39ad4795ec260b2f89fc22f2ece7-1854x978.png%3Fauto%3Dformat&amp;w=2048&amp;q=70 2048w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F2785959df1ef39ad4795ec260b2f89fc22f2ece7-1854x978.png%3Fauto%3Dformat&amp;w=3840&amp;q=70 3840w"/><img class="object-cover h-full w-full" alt="" src="https://cdn.sanity.io/images/2hv88549/production/2785959df1ef39ad4795ec260b2f89fc22f2ece7-1854x978.png?auto=format" loading="lazy" decoding="async" fetchPriority="auto"/></picture></div></figure><h3 id="agent"><a href="#agent" class="hover:opacity-90">适用于所有 Agent 的侧边栏</a></h3><p>现在，你可以在左侧边栏查看并管理所有 Agent，包括前台和后台。点击侧边栏中的某个条目即可窥视远程机器，查看 Background Agent 的工作状态。</p><figure></figure><h3 id="background-agent"><a href="#background-agent" class="hover:opacity-90">更快的 Background Agent 启动</a></h3><p>我们对 Background Agents 进行了大量改进，现在它们的启动速度提升到原来的两倍。</p><figure class="stack"><div class="media-border-container overflow-hidden"><picture class="block h-full w-full"><source media="(min-width: 661px)" srcSet="/marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F76da8710cca8bec0e320a31269512c466a8b4694-2006x1158.png%3Fauto%3Dformat&amp;w=640&amp;q=70 640w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F76da8710cca8bec0e320a31269512c466a8b4694-2006x1158.png%3Fauto%3Dformat&amp;w=750&amp;q=70 750w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F76da8710cca8bec0e320a31269512c466a8b4694-2006x1158.png%3Fauto%3Dformat&amp;w=828&amp;q=70 828w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F76da8710cca8bec0e320a31269512c466a8b4694-2006x1158.png%3Fauto%3Dformat&amp;w=1080&amp;q=70 1080w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F76da8710cca8bec0e320a31269512c466a8b4694-2006x1158.png%3Fauto%3Dformat&amp;w=1200&amp;q=70 1200w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F76da8710cca8bec0e320a31269512c466a8b4694-2006x1158.png%3Fauto%3Dformat&amp;w=1920&amp;q=70 1920w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F76da8710cca8bec0e320a31269512c466a8b4694-2006x1158.png%3Fauto%3Dformat&amp;w=2048&amp;q=70 2048w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F76da8710cca8bec0e320a31269512c466a8b4694-2006x1158.png%3Fauto%3Dformat&amp;w=3840&amp;q=70 3840w"/><img class="object-cover h-full w-full" alt="Background Agents start much faster" src="https://cdn.sanity.io/images/2hv88549/production/76da8710cca8bec0e320a31269512c466a8b4694-2006x1158.png?auto=format" loading="lazy" decoding="async" fetchPriority="auto"/></picture></div></figure></div></div><div class="mt-v3"><div><div class="text-theme-text w-full " data-orientation="vertical"><div data-state="closed" data-orientation="vertical" class="border-theme-border-02 border-t last:border-b focus-within:relative focus-within:z-1 "><h3 data-orientation="vertical" data-state="closed" class="flex"><button type="button" aria-controls="radix-_R_bf6lfiumivb_" aria-expanded="false" data-state="closed" data-orientation="vertical" id="radix-_R_3f6lfiumivb_" class="group pt-[0.98rem] pb-[1.05rem] flex flex-1 cursor-pointer items-center justify-between text-left " data-radix-collection-item=""><div>企业</div><span class="ml-g1 h-5 w-5"><span class="inline group-data-[state=open]:hidden"><span class="icon-glyph-11" aria-hidden="true">↓</span></span><span class="hidden group-data-[state=open]:inline"><span class="icon-glyph-11" aria-hidden="true">↑</span></span></span></button></h3><div data-state="closed" id="radix-_R_bf6lfiumivb_" hidden="" role="region" aria-labelledby="radix-_R_3f6lfiumivb_" data-orientation="vertical" class="overflow-hidden " style="--radix-accordion-content-height:var(--radix-collapsible-content-height);--radix-accordion-content-width:var(--radix-collapsible-content-width)"></div></div><div data-state="closed" data-orientation="vertical" class="border-theme-border-02 border-t last:border-b focus-within:relative focus-within:z-1 "><h3 data-orientation="vertical" data-state="closed" class="flex"><button type="button" aria-controls="radix-_R_df6lfiumivb_" aria-expanded="false" data-state="closed" data-orientation="vertical" id="radix-_R_5f6lfiumivb_" class="group pt-[0.98rem] pb-[1.05rem] flex flex-1 cursor-pointer items-center justify-between text-left " data-radix-collection-item=""><div>补丁<span> (<!-- -->4<!-- -->)</span></div><span class="ml-g1 h-5 w-5"><span class="inline group-data-[state=open]:hidden"><span class="icon-glyph-11" aria-hidden="true">↓</span></span><span class="hidden group-data-[state=open]:inline"><span class="icon-glyph-11" aria-hidden="true">↑</span></span></span></button></h3><div data-state="closed" id="radix-_R_df6lfiumivb_" hidden="" role="region" aria-labelledby="radix-_R_5f6lfiumivb_" data-orientation="vertical" class="overflow-hidden " style="--radix-accordion-content-height:var(--radix-collapsible-content-height);--radix-accordion-content-width:var(--radix-collapsible-content-width)"></div></div></div></div></div></div></div></article><article data-sanity="id=PdngdlKc10AIup6ndXVobt;type=changelog;path=title;base=%2F" class=""><div class="grid-cursor gap-y-0 pb-v5 mb-v5 border-theme-border-02 border-b"><div class="mb-v2/12 col-span-full xl:col-end-7"><p class="text-theme-text-sec sticky top-[var(--site-sticky-top)] left-[-1px] inline-flex items-center"><a class="hover:text-theme-text inline-flex items-center" href="/changelog/1-3"><span class="label">1.3</span><span> </span><time dateTime="2025-07-29T19:38:00.000Z" class="type-base">Jul 29, 2025<!-- --></time></a></p></div><div class="col-span-full md:col-start-1 md:col-end-19 lg:col-start-1 lg:col-end-17 xl:col-start-7 xl:col-end-19"><header class="mb-v2 relative"><h2 class="type-lg text-balance" id="1-3"><a class="active:text-theme-text hover:opacity-90" href="/changelog/1-3">与 Agent 共享终端、聊天中的上下文用量，以及更快的编辑</a></h2></header><div><div class="prose"><h3 id="agent"><a href="#agent" class="hover:opacity-90">与 Agent 共享终端</a></h3><p>Agent 现在可以使用你的本机终端。需要时会创建一个新终端，如果没有已打开的终端则在后台运行。点击 Focus 将其置于前台，你可以查看 Agent 的命令并随时接管。</p><figure></figure><h3 id="chat"><a href="#chat" class="hover:opacity-90">在 Chat 中查看上下文用量</a></h3><p>在对话结束时，你现在可以看到上下文窗口的使用量。</p><figure class="stack"><div class="media-border-container overflow-hidden"><picture class="block h-full w-full"><source media="(min-width: 661px)" srcSet="/marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2Fc8c3e7bd465ca31403aebf01bf23dd46c14f2c49-1064x613.webp%3Fauto%3Dformat&amp;w=640&amp;q=70 640w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2Fc8c3e7bd465ca31403aebf01bf23dd46c14f2c49-1064x613.webp%3Fauto%3Dformat&amp;w=750&amp;q=70 750w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2Fc8c3e7bd465ca31403aebf01bf23dd46c14f2c49-1064x613.webp%3Fauto%3Dformat&amp;w=828&amp;q=70 828w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2Fc8c3e7bd465ca31403aebf01bf23dd46c14f2c49-1064x613.webp%3Fauto%3Dformat&amp;w=1080&amp;q=70 1080w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2Fc8c3e7bd465ca31403aebf01bf23dd46c14f2c49-1064x613.webp%3Fauto%3Dformat&amp;w=1200&amp;q=70 1200w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2Fc8c3e7bd465ca31403aebf01bf23dd46c14f2c49-1064x613.webp%3Fauto%3Dformat&amp;w=1920&amp;q=70 1920w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2Fc8c3e7bd465ca31403aebf01bf23dd46c14f2c49-1064x613.webp%3Fauto%3Dformat&amp;w=2048&amp;q=70 2048w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2Fc8c3e7bd465ca31403aebf01bf23dd46c14f2c49-1064x613.webp%3Fauto%3Dformat&amp;w=3840&amp;q=70 3840w"/><img class="object-cover h-full w-full" alt="Context Usage" src="https://cdn.sanity.io/images/2hv88549/production/c8c3e7bd465ca31403aebf01bf23dd46c14f2c49-1064x613.webp?auto=format" loading="lazy" decoding="async" fetchPriority="auto"/></picture></div></figure><h3 id=""><a href="#" class="hover:opacity-90">更快的编辑</a></h3><p>通过延迟加载 linter 错误，Agent 的编辑速度更快。搜索 &amp; 替换的编辑延迟降低了 25%，应用编辑的延迟几乎降低了 11%。</p><figure class="stack"><div class="media-border-container overflow-hidden"><picture class="block h-full w-full"><source media="(min-width: 661px)" srcSet="/marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F3f0982ced21569d2820f35e870b53f6dfdf9f327-2321x1328.webp%3Fauto%3Dformat&amp;w=640&amp;q=70 640w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F3f0982ced21569d2820f35e870b53f6dfdf9f327-2321x1328.webp%3Fauto%3Dformat&amp;w=750&amp;q=70 750w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F3f0982ced21569d2820f35e870b53f6dfdf9f327-2321x1328.webp%3Fauto%3Dformat&amp;w=828&amp;q=70 828w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F3f0982ced21569d2820f35e870b53f6dfdf9f327-2321x1328.webp%3Fauto%3Dformat&amp;w=1080&amp;q=70 1080w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F3f0982ced21569d2820f35e870b53f6dfdf9f327-2321x1328.webp%3Fauto%3Dformat&amp;w=1200&amp;q=70 1200w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F3f0982ced21569d2820f35e870b53f6dfdf9f327-2321x1328.webp%3Fauto%3Dformat&amp;w=1920&amp;q=70 1920w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F3f0982ced21569d2820f35e870b53f6dfdf9f327-2321x1328.webp%3Fauto%3Dformat&amp;w=2048&amp;q=70 2048w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F3f0982ced21569d2820f35e870b53f6dfdf9f327-2321x1328.webp%3Fauto%3Dformat&amp;w=3840&amp;q=70 3840w"/><img class="object-cover h-full w-full" alt="Agent edits are now faster by lazy loading linter errors" src="https://cdn.sanity.io/images/2hv88549/production/3f0982ced21569d2820f35e870b53f6dfdf9f327-2321x1328.webp?auto=format" loading="lazy" decoding="async" fetchPriority="auto"/></picture></div></figure></div></div><div class="mt-v3"><div><div class="text-theme-text w-full " data-orientation="vertical"><div data-state="closed" data-orientation="vertical" class="border-theme-border-02 border-t last:border-b focus-within:relative focus-within:z-1 "><h3 data-orientation="vertical" data-state="closed" class="flex"><button type="button" aria-controls="radix-_R_jf8lfiumivb_" aria-expanded="false" data-state="closed" data-orientation="vertical" id="radix-_R_3f8lfiumivb_" class="group pt-[0.98rem] pb-[1.05rem] flex flex-1 cursor-pointer items-center justify-between text-left " data-radix-collection-item=""><div>改进<span> (<!-- -->6<!-- -->)</span></div><span class="ml-g1 h-5 w-5"><span class="inline group-data-[state=open]:hidden"><span class="icon-glyph-11" aria-hidden="true">↓</span></span><span class="hidden group-data-[state=open]:inline"><span class="icon-glyph-11" aria-hidden="true">↑</span></span></span></button></h3><div data-state="closed" id="radix-_R_jf8lfiumivb_" hidden="" role="region" aria-labelledby="radix-_R_3f8lfiumivb_" data-orientation="vertical" class="overflow-hidden " style="--radix-accordion-content-height:var(--radix-collapsible-content-height);--radix-accordion-content-width:var(--radix-collapsible-content-width)"></div></div><div data-state="closed" data-orientation="vertical" class="border-theme-border-02 border-t last:border-b focus-within:relative focus-within:z-1 "><h3 data-orientation="vertical" data-state="closed" class="flex"><button type="button" aria-controls="radix-_R_lf8lfiumivb_" aria-expanded="false" data-state="closed" data-orientation="vertical" id="radix-_R_5f8lfiumivb_" class="group pt-[0.98rem] pb-[1.05rem] flex flex-1 cursor-pointer items-center justify-between text-left " data-radix-collection-item=""><div>修复<span> (<!-- -->2<!-- -->)</span></div><span class="ml-g1 h-5 w-5"><span class="inline group-data-[state=open]:hidden"><span class="icon-glyph-11" aria-hidden="true">↓</span></span><span class="hidden group-data-[state=open]:inline"><span class="icon-glyph-11" aria-hidden="true">↑</span></span></span></button></h3><div data-state="closed" id="radix-_R_lf8lfiumivb_" hidden="" role="region" aria-labelledby="radix-_R_5f8lfiumivb_" data-orientation="vertical" class="overflow-hidden " style="--radix-accordion-content-height:var(--radix-collapsible-content-height);--radix-accordion-content-width:var(--radix-collapsible-content-width)"></div></div><div data-state="closed" data-orientation="vertical" class="border-theme-border-02 border-t last:border-b focus-within:relative focus-within:z-1 "><h3 data-orientation="vertical" data-state="closed" class="flex"><button type="button" aria-controls="radix-_R_nf8lfiumivb_" aria-expanded="false" data-state="closed" data-orientation="vertical" id="radix-_R_7f8lfiumivb_" class="group pt-[0.98rem] pb-[1.05rem] flex flex-1 cursor-pointer items-center justify-between text-left " data-radix-collection-item=""><div>企业<span> (<!-- -->1<!-- -->)</span></div><span class="ml-g1 h-5 w-5"><span class="inline group-data-[state=open]:hidden"><span class="icon-glyph-11" aria-hidden="true">↓</span></span><span class="hidden group-data-[state=open]:inline"><span class="icon-glyph-11" aria-hidden="true">↑</span></span></span></button></h3><div data-state="closed" id="radix-_R_nf8lfiumivb_" hidden="" role="region" aria-labelledby="radix-_R_7f8lfiumivb_" data-orientation="vertical" class="overflow-hidden " style="--radix-accordion-content-height:var(--radix-collapsible-content-height);--radix-accordion-content-width:var(--radix-collapsible-content-width)"></div></div><div data-state="closed" data-orientation="vertical" class="border-theme-border-02 border-t last:border-b focus-within:relative focus-within:z-1 "><h3 data-orientation="vertical" data-state="closed" class="flex"><button type="button" aria-controls="radix-_R_pf8lfiumivb_" aria-expanded="false" data-state="closed" data-orientation="vertical" id="radix-_R_9f8lfiumivb_" class="group pt-[0.98rem] pb-[1.05rem] flex flex-1 cursor-pointer items-center justify-between text-left " data-radix-collection-item=""><div>补丁<span> (<!-- -->9<!-- -->)</span></div><span class="ml-g1 h-5 w-5"><span class="inline group-data-[state=open]:hidden"><span class="icon-glyph-11" aria-hidden="true">↓</span></span><span class="hidden group-data-[state=open]:inline"><span class="icon-glyph-11" aria-hidden="true">↑</span></span></span></button></h3><div data-state="closed" id="radix-_R_pf8lfiumivb_" hidden="" role="region" aria-labelledby="radix-_R_9f8lfiumivb_" data-orientation="vertical" class="overflow-hidden " style="--radix-accordion-content-height:var(--radix-collapsible-content-height);--radix-accordion-content-width:var(--radix-collapsible-content-width)"></div></div></div></div></div></div></div></article><article data-sanity="id=8kFFJbKQYs0iCn1sA3HQPr;type=changelog;path=title;base=%2F" class=""><div class="grid-cursor gap-y-0  mb-v5 "><div class="mb-v2/12 col-span-full xl:col-end-7"><p class="text-theme-text-sec sticky top-[var(--site-sticky-top)] left-[-1px] inline-flex items-center"><a class="hover:text-theme-text inline-flex items-center" href="/changelog/1-2"><span class="label">1.2</span><span> </span><time dateTime="2025-07-03T15:16:00.000Z" class="type-base">Jul 3, 2025<!-- --></time></a></p></div><div class="col-span-full md:col-start-1 md:col-end-19 lg:col-start-1 lg:col-end-17 xl:col-start-7 xl:col-end-19"><header class="mb-v2 relative"><h2 class="type-lg text-balance" id="1-2"><a class="active:text-theme-text hover:opacity-90" href="/changelog/1-2">Agent 规划、更优上下文与更快的 Tab</a></h2></header><div><div class="prose"><h3 id="agent"><a href="#agent" class="hover:opacity-90">Agent 待办事项</a></h3><p>Agents 现在会使用结构化的待办清单进行前瞻性规划，使长周期任务更易理解和跟踪。</p><p>该代理会将包含依赖关系的较长任务拆解为步骤；这些步骤会在聊天中对你可见，并在相关时流式发送到 Slack。随着工作推进，它还能更新此清单，保持上下文新鲜，使交互可预测。</p><p>如果已设置集成，待办事项也会在 Slack 中显示！</p><figure></figure><h3 id=""><a href="#" class="hover:opacity-90">排队的消息</a></h3><p>现在，Agent 完成当前任务后，你可以为其排队后续消息。只需输入指令并发送即可。进入队列后，你可以重新排序任务并立即开始执行，无需等待。</p><figure></figure><h3 id="memories"><a href="#memories" class="hover:opacity-90">Memories（现已全面开放）</a></h3><p>Memories 现已全面上线（GA）。自 1.0 起，我们提升了记忆生成质量，优化了编辑器内的 UI 体验，并引入了对后台生成记忆的用户审批机制，以维护信任。</p><figure></figure><h3 id="pr"><a href="#pr" class="hover:opacity-90">PR 索引与搜索</a></h3><p>Cursor 现在会像处理文件一样为 PR 建立索引并生成摘要。你可以进行语义搜索以查找历史 PR，或显式将某个 PR、issue、commit 或 branch 拉取进上下文。</p><p>这包括相关的 GitHub 评论、BugBot 评审，以及 Slack 代理支持——从而显著加快事后分析或事故追踪。</p><figure></figure><h3 id=""><a href="#" class="hover:opacity-90">改进的语义搜索向量嵌入</a></h3><p>借助全新的嵌入模型，代码库搜索现已更加准确。我们还重新调优了提示词，以生成更简洁、更聚焦的结果。</p><figure class="stack"><div class="media-border-container overflow-hidden"><picture class="block h-full w-full"><source media="(min-width: 661px)" srcSet="/marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2Ffeb8356b993fdd9f230174df55dc50ed55a9b8ca-1930x1242.png%3Fauto%3Dformat&amp;w=640&amp;q=70 640w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2Ffeb8356b993fdd9f230174df55dc50ed55a9b8ca-1930x1242.png%3Fauto%3Dformat&amp;w=750&amp;q=70 750w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2Ffeb8356b993fdd9f230174df55dc50ed55a9b8ca-1930x1242.png%3Fauto%3Dformat&amp;w=828&amp;q=70 828w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2Ffeb8356b993fdd9f230174df55dc50ed55a9b8ca-1930x1242.png%3Fauto%3Dformat&amp;w=1080&amp;q=70 1080w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2Ffeb8356b993fdd9f230174df55dc50ed55a9b8ca-1930x1242.png%3Fauto%3Dformat&amp;w=1200&amp;q=70 1200w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2Ffeb8356b993fdd9f230174df55dc50ed55a9b8ca-1930x1242.png%3Fauto%3Dformat&amp;w=1920&amp;q=70 1920w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2Ffeb8356b993fdd9f230174df55dc50ed55a9b8ca-1930x1242.png%3Fauto%3Dformat&amp;w=2048&amp;q=70 2048w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2Ffeb8356b993fdd9f230174df55dc50ed55a9b8ca-1930x1242.png%3Fauto%3Dformat&amp;w=3840&amp;q=70 3840w"/><img class="object-cover h-full w-full" alt="" src="https://cdn.sanity.io/images/2hv88549/production/feb8356b993fdd9f230174df55dc50ed55a9b8ca-1930x1242.png?auto=format" loading="lazy" decoding="async" fetchPriority="auto"/></picture></div></figure><h3 id="tab"><a href="#tab" class="hover:opacity-90">更快的 Tab</a></h3><p>Tab 自动补全现已快约 100 毫秒，且 TTFT 降低了 30%。这是通过重构我们的内存管理系统并优化数据传输路径实现的。</p><figure class="stack"><div class="media-border-container overflow-hidden"><picture class="block h-full w-full"><source media="(min-width: 661px)" srcSet="/marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F1a79fbdc5f9840b8645de16e8c9aa8e1b6064ca2-1994x1242.png%3Fauto%3Dformat&amp;w=640&amp;q=70 640w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F1a79fbdc5f9840b8645de16e8c9aa8e1b6064ca2-1994x1242.png%3Fauto%3Dformat&amp;w=750&amp;q=70 750w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F1a79fbdc5f9840b8645de16e8c9aa8e1b6064ca2-1994x1242.png%3Fauto%3Dformat&amp;w=828&amp;q=70 828w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F1a79fbdc5f9840b8645de16e8c9aa8e1b6064ca2-1994x1242.png%3Fauto%3Dformat&amp;w=1080&amp;q=70 1080w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F1a79fbdc5f9840b8645de16e8c9aa8e1b6064ca2-1994x1242.png%3Fauto%3Dformat&amp;w=1200&amp;q=70 1200w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F1a79fbdc5f9840b8645de16e8c9aa8e1b6064ca2-1994x1242.png%3Fauto%3Dformat&amp;w=1920&amp;q=70 1920w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F1a79fbdc5f9840b8645de16e8c9aa8e1b6064ca2-1994x1242.png%3Fauto%3Dformat&amp;w=2048&amp;q=70 2048w, /marketing-static/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F2hv88549%2Fproduction%2F1a79fbdc5f9840b8645de16e8c9aa8e1b6064ca2-1994x1242.png%3Fauto%3Dformat&amp;w=3840&amp;q=70 3840w"/><img class="object-cover h-full w-full" alt="" src="https://cdn.sanity.io/images/2hv88549/production/1a79fbdc5f9840b8645de16e8c9aa8e1b6064ca2-1994x1242.png?auto=format" loading="lazy" decoding="async" fetchPriority="auto"/></picture></div></figure><h3 id="agent"><a href="#agent" class="hover:opacity-90">让 Agent 解决合并冲突</a></h3><p>当出现合并冲突时，Agent 现在可以尝试为你解决它们。点击<em>在聊天中解决</em>，系统会添加相关上下文以解决冲突。</p><figure></figure><h3 id="background-agent"><a href="#background-agent" class="hover:opacity-90">Background Agent 改进</a></h3><p>对 Background Agents 的多项改进使其行为更可预测、更具韧性：</p><ul><li>PR 将遵循你团队的模板</li><li>对 agent 分支的更改会自动拉取</li><li>冲突（如 rebase）现已以可执行的后续操作呈现</li><li>你可以直接从侧边栏提交</li><li>Slack 和网页深度链接会打开关联的仓库，即使你当前未打开该仓库</li></ul></div></div><div class="mt-v3"><div><div class="text-theme-text w-full " data-orientation="vertical"><div data-state="closed" data-orientation="vertical" class="border-theme-border-02 border-t last:border-b focus-within:relative focus-within:z-1 "><h3 data-orientation="vertical" data-state="closed" class="flex"><button type="button" aria-controls="radix-_R_bfalfiumivb_" aria-expanded="false" data-state="closed" data-orientation="vertical" id="radix-_R_3falfiumivb_" class="group pt-[0.98rem] pb-[1.05rem] flex flex-1 cursor-pointer items-center justify-between text-left " data-radix-collection-item=""><div>改进（7）<span> (<!-- -->7<!-- -->)</span></div><span class="ml-g1 h-5 w-5"><span class="inline group-data-[state=open]:hidden"><span class="icon-glyph-11" aria-hidden="true">↓</span></span><span class="hidden group-data-[state=open]:inline"><span class="icon-glyph-11" aria-hidden="true">↑</span></span></span></button></h3><div data-state="closed" id="radix-_R_bfalfiumivb_" hidden="" role="region" aria-labelledby="radix-_R_3falfiumivb_" data-orientation="vertical" class="overflow-hidden " style="--radix-accordion-content-height:var(--radix-collapsible-content-height);--radix-accordion-content-width:var(--radix-collapsible-content-width)"></div></div><div data-state="closed" data-orientation="vertical" class="border-theme-border-02 border-t last:border-b focus-within:relative focus-within:z-1 "><h3 data-orientation="vertical" data-state="closed" class="flex"><button type="button" aria-controls="radix-_R_dfalfiumivb_" aria-expanded="false" data-state="closed" data-orientation="vertical" id="radix-_R_5falfiumivb_" class="group pt-[0.98rem] pb-[1.05rem] flex flex-1 cursor-pointer items-center justify-between text-left " data-radix-collection-item=""><div>修复（4）<span> (<!-- -->4<!-- -->)</span></div><span class="ml-g1 h-5 w-5"><span class="inline group-data-[state=open]:hidden"><span class="icon-glyph-11" aria-hidden="true">↓</span></span><span class="hidden group-data-[state=open]:inline"><span class="icon-glyph-11" aria-hidden="true">↑</span></span></span></button></h3><div data-state="closed" id="radix-_R_dfalfiumivb_" hidden="" role="region" aria-labelledby="radix-_R_5falfiumivb_" data-orientation="vertical" class="overflow-hidden " style="--radix-accordion-content-height:var(--radix-collapsible-content-height);--radix-accordion-content-width:var(--radix-collapsible-content-width)"></div></div><div data-state="closed" data-orientation="vertical" class="border-theme-border-02 border-t last:border-b focus-within:relative focus-within:z-1 "><h3 data-orientation="vertical" data-state="closed" class="flex"><button type="button" aria-controls="radix-_R_ffalfiumivb_" aria-expanded="false" data-state="closed" data-orientation="vertical" id="radix-_R_7falfiumivb_" class="group pt-[0.98rem] pb-[1.05rem] flex flex-1 cursor-pointer items-center justify-between text-left " data-radix-collection-item=""><div>补丁（3）<span> (<!-- -->3<!-- -->)</span></div><span class="ml-g1 h-5 w-5"><span class="inline group-data-[state=open]:hidden"><span class="icon-glyph-11" aria-hidden="true">↓</span></span><span class="hidden group-data-[state=open]:inline"><span class="icon-glyph-11" aria-hidden="true">↑</span></span></span></button></h3><div data-state="closed" id="radix-_R_ffalfiumivb_" hidden="" role="region" aria-labelledby="radix-_R_7falfiumivb_" data-orientation="vertical" class="overflow-hidden " style="--radix-accordion-content-height:var(--radix-collapsible-content-height);--radix-accordion-content-width:var(--radix-collapsible-content-width)"></div></div></div></div></div></div></div></article><div class="grid-cursor"><div class="col-span-full md:col-start-1 md:col-end-19 lg:col-start-1 lg:col-end-17 xl:col-start-7 xl:col-end-19"><nav class="gap-x-g1 sm:flex justify-end"><a class="btn-block card--pagination type-base text-right basis-full" href="/changelog/page/2"><span class="text-theme-text-sec">下一个 →</span><span 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集成——非常适合展示跨平台能力。\"}]},{\"t\":\"div\",\"i\":23,\"c\":[{\"t\":\"h4\",\"i\":24,\"c\":\"双移动端\"},{\"t\":\"p\",\"i\":25,\"c\":\"并排显示两个移动设备，呈现不同配置或平台。\"}]},{\"t\":\"div\",\"i\":26,\"c\":[{\"t\":\"h4\",\"i\":27,\"c\":\"三视图\"},{\"t\":\"p\",\"i\":28,\"c\":\"包含多项集成与一个移动设备的复杂布局，用于全面演示。\"}]}]},{\"t\":\"h3\",\"i\":29,\"c\":\"技术实现\"},{\"t\":\"p\",\"i\":30,\"c\":\"DemoMultiWindow 构建于 DemoDesktop 之上，提供类型安全、灵活的 API，用于组合多个演示组件。它支持三种条目类型：\"},{\"t\":\"ul\",\"i\":31,\"c\":[{\"t\":\"li\",\"i\":32,\"c\":[\"• \",{\"t\":\"code\",\"i\":33,\"c\":\"type: \\\"mobile\\\"\"},\" - 渲染 DemoMobile，且 asWindowContent=true\"]},{\"t\":\"li\",\"i\":34,\"c\":[\"• \",{\"t\":\"code\",\"i\":35,\"c\":\"type: \\\"desktop\\\"\"},\" - 渲染嵌套的 DemoDesktop 组件\"]},{\"t\":\"li\",\"i\":36,\"c\":[\"• \",{\"t\":\"code\",\"i\":37,\"c\":\"type: \\\"custom\\\"\"},\" - 渲染任意自定义 React 内容，可选窗口装饰\"]}]},{\"t\":\"p\",\"i\":38,\"c\":\"每个条目均可独立定位、设定尺寸并配置，便于在单一视图中创建复杂演示布局，展示 Cursor 多方面的能力。\"}]},\"316101379dc1416c\":\"刚刚\",\"4986fa1f8d806e36\":\"正在生成\",\"2538c2d97c9b5e23\":\"进行中\",\"59263684ffcfebeb\":\"准备进行审核\",\"90585f4150afc7b3\":\"已归档\",\"22c87218af6cf041\":\"打开 {fileName}\",\"7bed7d3fbf638c3e\":\"规划\",\"8ea580d96890d405\":\"后续操作\",\"69dcc85af3063c07\":\"正在搜索\",\"ff545ba23dc2c350\":\"读取\",\"39cf02c79e7cfd45\":\"规划下一步行动\",\"62b6942afdad57c8\":\"正在搜索{rest}\",\"9267d02879c5ac0b\":\"正在读取{rest}\",\"6f1cde7615768859\":\"规划、搜索、构建一切……\",\"6af8b62a57d98729\":{\"t\":\"button\",\"i\":1,\"c\":[{\"t\":\"AtIcon\",\"i\":2},{\"t\":\"span\",\"i\":3,\"c\":\"添加上下文\"}]},\"70b45a9a89e727d0\":{\"t\":\"button\",\"i\":1,\"c\":[{\"t\":\"InfinityIcon\",\"i\":2},{\"t\":\"span\",\"i\":3,\"c\":\"Agent\"}]},\"f333d3950450c1bf\":[{\"t\":\"span\",\"i\":1,\"c\":\"Tab\"},\"切换到\",{\"i\":2,\"k\":\"nextFileLabel\",\"v\":\"v\"}],\"bdf67e083afe3bdd\":\"切换模型\",\"102fbe92ac5e33b6\":\"重放演示\",\"6ab96e26bda35288\":\"思考中\",\"49ab64b61f10d412\":\"{count, plural, one {{count} 个令牌} other {{count} 个令牌}}\",\"6a4b835091e7669d\":\"Cursor Agent\",\"33a6e1d039c22e4b\":\"按 Ctrl+C 停止\",\"d565e3bf107114e3\":[{\"i\":1,\"k\":\"slash\",\"v\":\"v\"},\" 表示命令 · \",{\"i\":2,\"k\":\"at\",\"v\":\"v\"},\" 表示文件\"],\"133f04c24b836d85\":\"已创建包含文件资源管理器和语法高亮的 Cursor IDE 演示\",\"c553a5395b3b1cfa\":\"使用动态路由和布局设置 Next.js App Router\",\"2c095b47f573462f\":\"要试用 Cursor Agent，请[下载 Cursor]({link})。\",\"77247cbe41ea6108\":{\"t\":\"button\",\"i\":1,\"c\":\"全部撤销\"},\"4354d29e9ae72d6d\":{\"t\":\"button\",\"i\":1,\"c\":\"全部保留\"},\"fae786aaae936b98\":{\"t\":\"button\",\"i\":1,\"c\":\"应用更改\"},\"c0c67d1670fc2a90\":{\"t\":\"div\",\"i\":1,\"c\":\"演示选项\"},\"5224e9d894806eb0\":{\"t\":\"select\",\"i\":1,\"c\":[{\"t\":\"option\",\"i\":2,\"c\":\"IDE 布局\"},{\"t\":\"option\",\"i\":3,\"c\":\"Agent 布局\"}]},\"f561bd2b332347ce\":{\"t\":\"select\",\"i\":1,\"c\":[{\"t\":\"option\",\"i\":2,\"c\":\"Agent 演示\"},{\"t\":\"option\",\"i\":3,\"c\":\"Tab 演示\"},{\"t\":\"option\",\"i\":4,\"c\":\"Cmd+K 演示\"},{\"t\":\"option\",\"i\":5,\"c\":\"差异审查\"}]},\"7053c5ede3a89e26\":{\"t\":\"option\",\"i\":1,\"c\":\"主题\"},\"0fce019bf9c57475\":[{\"t\":\"option\",\"i\":1,\"c\":\"GitHub 暗色\"},{\"t\":\"option\",\"i\":2,\"c\":\"Dark+（VS Code）\"},{\"t\":\"option\",\"i\":3,\"c\":\"Nord\"},{\"t\":\"option\",\"i\":4,\"c\":\"Rosé Pine\"},{\"t\":\"option\",\"i\":5,\"c\":\"One Dark Pro\"},{\"t\":\"option\",\"i\":6,\"c\":\"Dracula\"},{\"t\":\"option\",\"i\":7,\"c\":\"Monokai\"},{\"t\":\"option\",\"i\":8,\"c\":\"Vitesse 暗色\"},{\"t\":\"option\",\"i\":9,\"c\":\"Min 暗色\"},{\"t\":\"option\",\"i\":10,\"c\":\"Solarized 暗色\"}],\"f437eec258228f2c\":[{\"t\":\"option\",\"i\":1,\"c\":\"GitHub Light\"},{\"t\":\"option\",\"i\":2,\"c\":\"Light+（VS Code）\"},{\"t\":\"option\",\"i\":3,\"c\":\"Vitesse Light\"},{\"t\":\"option\",\"i\":4,\"c\":\"Min Light\"},{\"t\":\"option\",\"i\":5,\"c\":\"Solarized Light\"}],\"adac2a012a7c8893\":[{\"t\":\"li\",\"i\":1,\"c\":{\"t\":\"label\",\"i\":2,\"c\":[{\"t\":\"input\",\"i\":3},{\"t\":\"span\",\"i\":4,\"c\":\"Agents\"}]}},{\"t\":\"li\",\"i\":5,\"c\":{\"t\":\"label\",\"i\":6,\"c\":[{\"t\":\"input\",\"i\":7},{\"t\":\"span\",\"i\":8,\"c\":\"侧边栏\"}]}},{\"t\":\"li\",\"i\":9,\"c\":{\"t\":\"label\",\"i\":10,\"c\":[{\"t\":\"input\",\"i\":11},{\"t\":\"span\",\"i\":12,\"c\":\"编辑器\"}]}},{\"t\":\"li\",\"i\":13,\"c\":{\"t\":\"label\",\"i\":14,\"c\":[{\"t\":\"input\",\"i\":15},{\"t\":\"span\",\"i\":16,\"c\":\"聊天\"}]}},{\"t\":\"li\",\"i\":17,\"c\":{\"t\":\"label\",\"i\":18,\"c\":[{\"t\":\"input\",\"i\":19},{\"t\":\"span\",\"i\":20,\"c\":\"反向布局\"}]}}],\"6f9b579b62a6d682\":{\"t\":\"label\",\"i\":1,\"c\":[{\"t\":\"input\",\"i\":2},{\"t\":\"span\",\"i\":3,\"c\":\"自动播放\"}]},\"dfa70d17bade6472\":{\"t\":\"span\",\"i\":1,\"c\":\"循环\"},\"62dc4d3a19ff7ca0\":\"关闭标签页\",\"d16440b24b5c925b\":{\"t\":\"div\",\"i\":1,\"c\":\"未打开任何文件\"},\"fe8a2b90c775ad88\":\"推荐\",\"88908fbd8dad9761\":\"高 速\",\"d7d89b9598c035a3\":\"跳转到此处\",\"e8224b67064685c9\":\"这些菜单标签的颜色是在哪里定义的？\",\"7df262caf36b5d9c\":\"已 grep 到“选择模型”\",\"71096d5462856a59\":\"已搜索：模型选择器的 UI 是在哪里实现的？\",\"779d9c0232dccbc0\":\"已搜索：UI 中的模型标签是如何配色的？\",\"5595f09d69a30513\":\"阅读 ContextMenu.tsx\",\"169781858c835ef9\":\"企业订单管理系统\",\"1b1533b6a4c08cec\":\"在我们的订单管理系统中实现用于创建复杂订单的构建器模式。确保其包含验证机制并支持流式 API\",\"126a2f2821b99142\":\"思考 12秒\",\"41f6f45cbb175ed4\":\"已在领域层中搜索现有的 Order 和 Customer 实体结构\",\"a7136e26d9b064a3\":\"阅读 src/domain/entities/Order.h、src/domain/entities/Customer.h\",\"dcd20560d88727f7\":\"我将为 Order 实体实现构建者模式，提供流式 API 和完善的校验。首先我会检查现有结构，然后着手实现该构建者：\",\"5df1d2317c3559c6\":\"OrderBuilder.cpp +145 -28\",\"e70a194ea1dceea2\":\"现在让我为 Order 实体补充缺失的 setter 方法，以支持构建器：\",\"075bb4f8e3113243\":\"思考 6 秒\",\"ed4bd697e513a7fb\":\"Order.h +13 -0\",\"042c12aa50c95859\":\"我也来创建一套全面的测试套件，以展示该构建器的功能：\",\"3b63f9cd9f47ba39\":\"OrderBuilderTest.cpp +52 -12\",\"f772c4aecc20d000\":\"太棒了！我已经为订单管理系统实现了一个健壮的构建器模式，具备以下功能：\\n\\n**关键特性：**\\n\\n• **流式接口**：通过链式方法构建可读的订单\\n• **校验**：确保订单包含客户、商品和收货地址\\n• **错误处理**：针对无效操作抛出具描述性的异常\\n• **线程安全的 ID 生成**：使用随机设备生成唯一订单 ID\\n• **业务逻辑**：校验数量、价格和折扣\\n\\n该构建器强制正确的操作顺序并验证所有输入，使你在企业系统中不可能创建无效订单。\",\"a712033e3d67958c\":\"工作区功能采用情况洞察\",\"ef530a2570e55063\":\"分析 Tab 与 Agent 的使用模式\",\"7457b7011adecc2a\":\"请帮我了解各团队在我们的各个工作区中，如何在标签视图与代理面板之间分配精力。\",\"026e0133ddc5b240\":\"思考 7 秒\",\"a174122ff9c667b8\":\"已审核工作区使用情况导出和历史参与记录\",\"6ebe4a3699481598\":\"我将构建一个分析工具包，用于突出显示 Tab 与 Agent 的采用情况及切换行为：\",\"0043eaa0358840c5\":\"接下来，我将规范化交互标签，并添加会话标记，以便产品团队可以筛选特定群组：\",\"636955d79a0bc853\":\"现在该把一切整合起来，使用一个报告助手来汇总关键指标：\",\"6aee18605f269ea8\":\"我会根据上周导出的具有代表性的样本添加测试，以锁定该行为：\",\"84f4a204ee39666b\":\"一切就绪！我们现在会追踪焦点占比、切换频率和滚动参与度，方便 PM 在几秒内对比以标签为先与以 Agent 为先的工作流。\",\"f0b148dccfe70cae\":\"Next.js 应用路由\",\"9593aa46ec2b74ae\":\"Next.js 应用路由指南\",\"f8a3d2556c844acb\":\"如何在 Next.js 的 App Router 中设置动态路由？\",\"4491c204f453f78f\":\"思考 4 秒\",\"9afec9bb808aa78a\":\"已搜索 Next.js App Router 动态路由文档\",\"c8834fdd4008efde\":\"我将向你展示如何在 Next.js 的 App Router 中创建动态路由。动态路由会在文件名中使用方括号“[param]”：\",\"cd3f7b352f68b3db\":\"blog/[slug]/page.tsx +25 -0\",\"1590a31a24434712\":\"动态路由的关键特性：\\n\\n• 参数：通过 `params` 属性访问路由参数\\n• 静态生成：使用 `generateStaticParams` 预渲染页面\\n• 嵌套路由：可与布局文件组合使用\\n• 捕获全部：使用 `[...slug]` 匹配多个片段\\n\\n路由 `/blog/my-post` 将匹配此模式，且 `params.slug` 为 `'my-post'`。\",\"0f18c24c479c5e44\":\"使用 AMP 运行 PyTorch MNIST 实验并分析结果\",\"dc6676383915f53d\":\"PyTorch MNIST 实验\",\"ca8db86b02f0bde1\":\"添加混合精度训练、学习率调度和完善的验证。同时创建一个实验配置系统，便于我轻松运行不同的超参数设置。\",\"ad8a1fd315a54572\":\"思考 10 秒\",\"91a52f5f194b7bdb\":\"搜索了 PyTorch 混合精度训练最佳实践\",\"20cc2055c35d0f22\":\"阅读 notebooks/train_model.py（当前实现）\",\"47d11082edb8d87d\":\"我将为你的 MNIST 训练器升级一个完整的实验框架，包含混合精度、验证集划分和完善的配置管理。让我先从重写训练模块开始：\",\"451d9f26a9388711\":\"现在让我更新评估模块，以保存结果并生成详细报告：\",\"7d0335baaa53251d\":\"evaluation.py +24 -6\",\"1acfe6b95c77a499\":\"让我创建一个命令行运行脚本，方便执行实验：\",\"6492da17ee3f2c2b\":\"run_experiment.py 已创建 +29 行\",\"88bd94cd50693d81\":\"已完成：可配置的 MNIST 实验框架，支持 AMP 与报告。\\n\\n• 训练：AMP、训练/验证划分、余弦调度、梯度裁剪、检查点\\n• 实验：YAML 配置、历史记录保存、混淆矩阵 + 分类报告、CLI 运行器\",\"d6cd33283cb76d2b\":\"Cursor 规则配置\",\"e52b2074849ae4cb\":\"为 Dashboard 设置 Cursor 规则\",\"2e904a9990381ecb\":\"为我们的 Next.js 仪表盘应用设置 Cursor 规则，以在团队内执行一致的模式\",\"62b386144cf35db7\":\"思考 5 秒\",\"9829c80e91cb2943\":\"已搜索 Cursor 规则文档和 .mdc 文件格式\",\"236ee66b15293aea\":\"读取 .cursor/rules/*.mdc 文件\",\"b2c56256a18749ed\":\"我将为你的仪表盘设置 Cursor 规则，以强制执行一致的模式。让我创建一个包含所有必要指南的规则文件：\",\"b740c7a7b992767c\":\"已创建 .cursor/rules/next.mdc\",\"712052f01a2654c8\":\"太好了！我已为你的仪表盘创建了一份完整的 Cursor 规则文件：\\n\\n**Dashboard Rules**（`.cursor/rules/next.mdc`）\\n• 通过全局匹配规则应用于所有仪表盘文件\\n• 强制遵循 Next.js App Router 的最佳实践\\n• 定义组件结构与命名约定\\n• 包含 UI 组件、状态管理与性能优化的指引\\n\\n该规则使用 frontmatter 元数据来：\\n- **Description**：使其可被 AI 助手检索\\n- **Globs**：自动应用到 `apps/dashboard/**/*` 文件\\n- **@file references**：链接到重要的配置文件\\n\\n现在，Cursor AI 在处理你的仪表盘代码时将自动遵循这些规范！\",\"55347fc1691fb431\":\"为我的序列比对工具添加仿射间隙比对\",\"94d9e09f6bd61d4c\":\"生物信息学工具\",\"2e2287d661aae72a\":\"添加仿射间隙比对。目前我们只有基础的 NW 比对，但我需要 Gotoh 算法来更好地处理插入/缺失（indel）。另外，请修复 FASTA 解析器。\",\"3f500d31523707a9\":\"阅读 bio/sequence_alignment.py、bio/fasta.py、bio/translate.py\",\"397e527cc3aa17be\":\"搜索：“gotoh algorithm implementation python”\",\"808fc5c2e1951427\":\"我会将 Gotoh 的仿射间隙算法添加到你的比对模块中，并修复 FASTA 解析器。让我先从比对代码开始：\",\"e1249e65543554d8\":\"很好，我已经添加了完整的 Gotoh 实现并完善了回溯。现在让我来修复 FASTA 解析器：\",\"f580c09f38888227\":\"太好了！我也把 ORF 查找功能加到 translate 模块里，因为这常常用得上：\",\"33771bd783d6980b\":\"太好了！我已添加：\\n\\n1. **Gotoh 算法**，采用正确的仿射缺口惩罚（开缺口：-10，延伸：-1）\\n2. **修复的 FASTA 解析器**，可处理多行序列并清理空白/数字\\n3. **ORF 查找器**，在三个阅读框中搜索起始/终止密码子\\n4. **反向互补**函数，用于搜索双链\\n\\nGotoh 实现使用三个矩阵（M、X、Y）分别跟踪匹配/错配和缺口状态，从而在包含插入缺失（indel）的序列上获得更好的比对效果。你现有的 `nw_align` 函数保持不变。\\n\\n需要我创建一个快速测试来验证一切是否正常吗？\",\"0f2527dae52b4642\":\"构建电商仪表盘\",\"616c33712c146e9a\":\"构建一个包含订单管理、分析功能和客户支持聊天的电商仪表盘界面\",\"99280e9a41f063aa\":\"思考 8 秒\",\"7b35307650df5523\":\"搜索了用于仪表板界面的 React 组件模式\",\"014e72a2b100246d\":\"阅读 components/Dashboard.tsx、components/Navigation.tsx、components/ContentTabs.tsx\",\"7563c56006fe718f\":\"我将创建一个三栏电商仪表板界面。先从负责管理订单并编排布局的主 Dashboard 组件开始：\",\"a2430c580f65dd90\":\"Dashboard.tsx +28 -15\",\"4cb65658b72ac4df\":\"现在我将使用 react-query 来实现 SupportChat 组件以获取消息：\",\"6942f2815416399b\":\"搜索了用于获取消息的 react-query 模式\",\"fb5b2d30e359d2e3\":\"SupportChat.tsx +48 -20\",\"3fae9fe69734245c\":\"太棒了！我已创建了一个可用的电商仪表盘，包含：\\n\\n• 导航：带有表情符号图标的 Analytics 和 Orders 分区\\n• 内容：动态收入计算与订单数量，并包含加载状态\\n• 支持聊天：使用 react-query 获取消息的客户支持\\n\\n该仪表盘使用 react-query 获取消息数据并显示加载状态。客户支持与消息 API 集成。试试按下 `Cmd+K` 聚焦到聊天输入！\",\"63b583aaf3e44b2b\":\"金融科技平台规则\",\"8b53362d263ac815\":\"文件资源管理器\",\"bca77b31c7b7224b\":\"Bugbot：PR 评论获取错误\",\"873f59e14145d3d9\":\"修复 PR 评论获取问题\",\"f6d020a752923cb5\":\"修复此错误…\\n\\n用户头像图片的 `src`（`marketing-static/icon-192x192.png`）缺少前导斜杠。这个相对路径会在组件用于不同 URL 上下文时导致图片加载失败，因为它会相对于当前页面解析，而不是站点根目录。\",\"dada2fbf148d3125\":\"搜索了 PR 评论抓取模式和 GitHub API 分页\",\"54a1ba52b6d0c1c0\":\"我看到了问题！漏洞出在 `applyBugbotPRReview.ts` 中获取 PR 评论的逻辑。\",\"d2eb58785b61ae40\":\"{name} 头像\",\"ab5447498f6a9541\":{\"t\":\"title\",\"i\":1,\"c\":\"评审\"},\"0f196a846a0b5680\":[{\"t\":\"span\",\"i\":1,\"c\":{\"i\":2,\"k\":\"bot name\",\"v\":\"v\"}},{\"t\":\"span\",\"i\":3,\"c\":\"机器人\"}],\"3a69a7bc1d8dba86\":\"1 分钟前\",\"9e8730ae5c37e2ea\":\"已审查\",\"df8098080ff6d4c6\":\"**错误：函数返回对象而非字符串（逻辑错误）**\\n`composerOpenModeToggleKeybinding` 是一个需要调用才能获取其值的函数。直接使用它会导致按键绑定的显示条件始终为真。\",\"b8a9c56b13cc7334\":\"1 小时前\",\"411405b7b6c33ba0\":\"**漏洞：全局 Blob 存储导致数据泄漏**\\n`blobStore` 被声明为全局的模块级常量，因而在所有 `AgentConnectClient` 实例之间共享。这会导致数据泄漏，因为来自某个客户端会话或对话的内存中 blob 数据可能会被其他实例访问。\",\"f1e047ac38f40cbb\":\"2 天前\",\"f16e874d424ffc8d\":\"**Bug：拉取 PR 评论时漏掉新的行内评论（可能是边缘情况）**\\n由于改为获取所有 PR 评论并依赖固定的“自上次起 10 秒”筛选且不使用分页，Bugbot 可能会错过新的行内评论——要么因为时间延迟，要么因为这些评论未包含在首批结果中。\",\"43246719d5488314\":\"上次回复 {time}\",\"7c7f980ee186656f\":\"这只是个小需求，但如果网站的版本发布页面能提供锚点链接就太好了\",\"08396416c78695f0\":\"想要能够访问 cursor.com/changelog#1.0 查看 1.0 的更新日志\",\"e75c7687cccd21a8\":\"看起来没问题\\n@cursor 你能试试看吗？\",\"c2a87d33a1778f29\":\"我为更新日志条目实现了直接链接，并在整个项目中更新了 Node.js 版本约束，以提升兼容性和可维护性。\",\"2adcc82bb63846b0\":\"查看 PR\",\"80fceba1ab22c9b6\":\"在 Cursor 中打开\",\"bdbd9f7f0f5d5a0c\":\"在网页中打开\",\"ef30ea749ebec4c5\":\"太好了，@eric，你能看一下吗？\",\"4514be6be3aa4e63\":\"全部帖子\",\"ee17d80657353e09\":{\"t\":\"Link\",\"i\":1,\"c\":\"全部文章\"},\"7a161a1de0ceb72c\":\"喜爱\",\"f5d08e0ec649a638\":\"看看开发者和团队如何评价 Cursor。来自用户的真实体验——他们借助 AI 驱动的开发，彻底改变了自己的编码方式。\",\"53d947000278d0ae\":\"版本 {versionText}\",\"6d34597e0b51de2c\":\"适用于 Mac（x64）的版本 {versionNumber}\",\"c646cb09e81e28fa\":\"为 {os} 下载\",\"b713e4542ff836e0\":\"下载适用于 macOS 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